From e638cecced7e2bff5aee0864a0f0115b9ac4cc32 Mon Sep 17 00:00:00 2001 From: Markus Bullmann Date: Tue, 28 Jan 2020 12:47:52 +0100 Subject: [PATCH] Tex --- code/Settings.h | 2 +- tex/chapters/3_ftm.tex | 3 +- tex/chapters/8_experiments.tex | 131 ++++++++++++++++++++++----- tex/gfx/placeholder/DistMeasCDF.png | Bin 0 -> 67355 bytes tex/gfx/placeholder/DistMeasMean.png | Bin 0 -> 38607 bytes 5 files changed, 109 insertions(+), 27 deletions(-) create mode 100644 tex/gfx/placeholder/DistMeasCDF.png create mode 100644 tex/gfx/placeholder/DistMeasMean.png diff --git a/code/Settings.h b/code/Settings.h index 22bed9e..1b61ed6 100644 --- a/code/Settings.h +++ b/code/Settings.h @@ -12,7 +12,7 @@ namespace Settings { const std::string plotDataDir = "../plots/data/"; const std::string outputDir = "../output/"; - const bool PlotCircles = false; + const bool PlotCircles = true; const bool PlotToPng = false; const bool UseKalman = false; diff --git a/tex/chapters/3_ftm.tex b/tex/chapters/3_ftm.tex index 9fbaed6..850291f 100644 --- a/tex/chapters/3_ftm.tex +++ b/tex/chapters/3_ftm.tex @@ -157,6 +157,7 @@ Assuming that the signal propagates constantly at the speed of light the distanc %TODO ToF -> distance ToF/2 * c %TODO IEEE 802.11-2016 6.3.58.1 + The accuracy of distance estimate depends on the ability of the hardware to detect the line-of-sight signal, or direct path. In an indoor environment it is very common that a signal will reach the receiver from different paths with different lengths. The prime example is a signal which reaches the receiver via a direct line-of-sight propagation plus two reflected paths of the same length. @@ -170,7 +171,7 @@ Hence, the time resolution is proportional to the inverse of the bandwidth. In \ieeWifiN the channel bandwidth is \SI{20}{Mhz} in the \SI{2.4}{GHz} range which results in a sampling rate of one sample every \SI{50}{ns}, or one sample every \SI{12.5}{ns} for \SI{80}{Mhz} channels in the \ieeWifiAC \SI{5}{GHz} range. Assuming that the receiver recognizes the signal at the first sample of the preamble the smallest possible resolution of the range estimate is \SI{15}{m} for \SI{20}{Mhz} bandwidth, and \SI{3.74}{m} for \SI{80}{Mhz}. To allow much finer resolution the receiver uses super resolution methods to allow sub-sample resolution \cite{TODO}. - +%TODO genaue implementierung unbekannt und daher black box %Therefore, time-based distance estimates can greatly differ from the ideal euclidean distance. In addition to distance measurements the \ieeWifiFTM standard defines a format to transfer location information about the responder. diff --git a/tex/chapters/8_experiments.tex b/tex/chapters/8_experiments.tex index 2da25bb..d74b896 100644 --- a/tex/chapters/8_experiments.tex +++ b/tex/chapters/8_experiments.tex @@ -2,35 +2,116 @@ \subsection{Setup and Environment} -\begin{itemize} - \item Pixel 2XL Android P liefert RSSI und FTM - \item 4 Intel NUCS mit selbstgebauten Antennen (Auf Ibrahim verweisen aber auch genau erläutern, eventl mit Bild) - \item Gebäude erläutern. Bürogebäude in Industriegebiet. Holzhaus. Gebäude war Leer um eine optimale menschenleere Umgebung zu schaffen. Größe XxX. -> Bild mit AP Positionen (gerne von unten linken wo ergebnisse drauf sind, spart platz) - \item FH Gebäude erläutern. -> Bild mit AP Positionen (gerne von unten linken wo ergebnisse drauf sind, spart platz) - \item Zweites Gebäude weil: Verhält es sich in einem anderen Gebäude genauso? Also AP's ähnlich positionieren, aber andere umgebung (wände, räume usw.). - \item Position wurde auf einem Stockwerk geschätzt, also nur 2D. - \item Nuc steht auf einem Tisch - \item die messungen kommen immer gleichzeitig von ftm und rssi. dadurch ist die sampelrate die gleiche und wir können besser vergleichen -\end{itemize} +%\begin{itemize} +% \item Pixel 2XL Android P liefert RSSI und FTM +% \item 4 Intel NUCS mit selbstgebauten Antennen (Auf Ibrahim verweisen aber auch genau erläutern, eventl mit Bild) +% \item Gebäude erläutern. Bürogebäude in Industriegebiet. Holzhaus. Gebäude war Leer um eine optimale menschenleere Umgebung zu schaffen. Größe XxX. -> Bild mit AP Positionen (gerne von unten linken wo ergebnisse drauf sind, spart platz) +% \item FH Gebäude erläutern. -> Bild mit AP Positionen (gerne von unten linken wo ergebnisse drauf sind, spart platz) +% \item Zweites Gebäude weil: Verhält es sich in einem anderen Gebäude genauso? Also AP's ähnlich positionieren, aber andere umgebung (wände, räume usw.). +% \item Position wurde auf einem Stockwerk geschätzt, also nur 2D. +% \item Nuc steht auf einem Tisch +% \item die messungen kommen immer gleichzeitig von ftm und rssi. dadurch ist die sampelrate die gleiche und wir können besser vergleichen +%\end{itemize} +% +% +%Mapping zwischen AP-MAC und Position ist gegeben. +%In Android Q könnte man LCI am Ap hinterlegen um die AP-Pos dynamisch zu erfragen. +%Praktische Einschräkungen: Da Wifi Scans nur selten möglich sind, können neue FTM APs nicht leicht erkannt werden. +%AUßerdem muss per Reflection ScanResults für bereits bekannte APs MAC erzeugt werden. +%Für eine parktische Anwendung wäre es nochtwenig, dass neue APs automatisch on the fly erkannt werden können. + +In all our experiments we used a Google Pixel 2 XL and Google Pixel 3a smartphone, both running Android~9. +Google introduced official ranging APIs based on FTM for supported devices with Android~9. +Also starting with Android~9, Google limited the number of network scans to four every two minutes. +This limitation renders the commonly used network scanning API practical useless for measuring RSSI values for localization purposes. +However, the new FTM ranging API has no rate limit. +Additionally, the new FTM API also provides RSSI values, thus with each measurement the signal strength and distance to one AP can be simultaneously obtained. + +In our experiments every \SI{200}{ms} a FTM measurement to every known access point is queried. +The list of access points is statically stored in the application and known beforehand. +With Android~10 it is possible to transfer the AP position dynamically using the location configuration information protocol. +In some cases we noticed that Android did not provide FTM measurements for intervals about three up to five seconds long for unknown reasons, although multiple APs were clearly in reach. +Due to the rarity of this problem we decided to repeat these faulty experiment runs. + +% TODO welche Daten liefert Android. Wie die konkret gemessene Distanz entshtet ist nicht bekannt. Android teilt mit wieviele FTM Messungen erfolgreich waren z.b. 7/8. etc. + +% TODO Linux kernel version; intel firmware version +The access points are Intel NUCs running a patched Linux to enable FTM support. +In total we're using eight APs based on Intel WiFi cards. +Four of them are based on Intel Dualband-Wireless-AC 8260 cards and configured as described by \etal{Ibrahim} \cite{ibrahim2018verification}. +The remaining four are based on Intel Wireless-AC 9462 modules and run a recent Linux kernel where the iwlwifi driver and hostapd are already prepared to support FTM. +However, the driver still requires small manual changes, as a global boolean flag needs to be set to activate the FTM related code. +In addition, the firmware of the card returns that the chip is not calibrated for FTM. +As a consequence the driver disables FTM responder functionality. +Overriding this check however, allows to use the chip as responder and FTM measurements can be performed reliable. +At this point it is not clear to us what the exact purpose of the flag is. +Due to regulatory limitations both wireless cards can only be configured as access points in the \SI{2.4}{GHz} frequency band. + +To improve the signal quality and strength we connected two external consumer grade omni directional antennas to the wireless cards and attached them to the case of the Intel NUC. +The antennas have an antenna gain of \SI{2}{dBi} as specified by the manufacturer. +We used a \SI{10}{cm} coaxial cable to connect the antennas to the cards, which is practically the shortest cable possible. + +All experiments were done in our university building. +The before mentioned Intel NUCs were deployed, because the existing WiFi infrastructure does not support the FTM protocol. +While the positions of the access points where chosen with localization in mind, the actual positions mimic the placement of access points for network infrastructure. +In contrast to regular stationary access points which are usually mounted on walls or ceilings, our Intel NUCs were placed on tables for practical reasons. -Mapping zwischen AP-MAC und Position ist gegeben. -In Android Q könnte man LCI am Ap hinterlegen um die AP-Pos dynamisch zu erfragen. -Praktische Einschräkungen: Da Wifi Scans nur selten möglich sind, können neue FTM APs nicht leicht erkannt werden. -AUßerdem muss per Reflection ScanResults für bereits bekannte APs MAC erzeugt werden. -Für eine parktische Anwendung wäre es nochtwenig, dass neue APs automatisch on the fly erkannt werden können. \subsection{Ftm range meas performance} -\begin{itemize} - \item AP position strategy - \item DoP plot - \item wieviel APs sichtbar sind, wie kommen die Ranges, welche Parameter machen was und bedeuten was - \item Einfluss der Wände; warum starke Abschwächungen - \item Welche Platzierung wäre besser; Warum nicht möglich? - \item Daher Proabilistic Ansatz weil viele Messungen fehlen oder stark schwanken - \item Mehr APs bringen was? - \item Bildergrid und Video -\end{itemize} +%\begin{itemize} +% \item AP position strategy +% \item DoP plot +% \item wieviel APs sichtbar sind, wie kommen die Ranges, welche Parameter machen was und bedeuten was +% \item Einfluss der Wände; warum starke Abschwächungen +% \item Welche Platzierung wäre besser; Warum nicht möglich? +% \item Daher Proabilistic Ansatz weil viele Messungen fehlen oder stark schwanken +% \item Mehr APs bringen was? +% \item Bildergrid und Video +%\end{itemize} + +The first experiment evaluates the precision of FTM distance measurements given different hardware configurations. +While \etal{Ibrahim} already verified the precision of the Intel AC 8260 card in great detail, our setup differs from theirs and requires anew evaluation. +In contrast to \etal{Ibrahim} we use smartphones as receivers and two different cards with different firmware versions as senders. +Additionally, it is unclear how the external antennas affect the measurements. +For these reasons we did a static distance measurement experimental setup to confirm that the combination of Pixel devices and Intel cards provide reliable values. + + +Our test setup consist of 10 measurement points evenly spaced on a straight line with a distance of \SI{2}{m}. +The closest point to the AP is \SI{2}{m} away and the furthest \SI{20}{m}. +At every point each phone is placed on a stand and around 140 FTM measurements are recorded, which corresponds to a measure period of \SI{30}{s} per point. +The APs and the phones are placed on an empty cardboard box on a metal stand to allow some distance between the metal and the phone. +Both the APs and the phones are located at \SI{1.05}{m} above the floor. +While recording measurements for \SI{30}{s} at a single point is not realistic in a dynamic positioning system, it allows to evaluate the statistical properties of the method. + +Each distance measurement is done with every hardware combination. +On the receiving side we used the Google Pixel 2 XL and Pixel 3a. +On the sending side we used the Intel AC 8260 and 9462 with internal or external \SI{2}{dBi} antennas. +The geometry and properties of the internal antenna are unknown. + +% TODO Table mit mean dist err, median dist err und mean RSSI + +% Erkenntnis 1: 9462 bessere schätzung, weniger Messungen die zu kurz sind; 8260 viele Messungen bei <16m sind zu kurz; Zusammenhang mit 15m wegen Sampling Rate? +% Erkenntnis 2: Unterschied der Antennen bei RSSI minimal langweilig; +% Erkenntnis 3: Antenne vs FTM: Keine Aussage möglich +% Erkenntnis 4: Unterschied zwischen Pixel 2 und 3 ist nicht erkennbar + + +\begin{figure}[ht] + +\begin{minipage}[t]{0.5\textwidth} + \centering + \includegraphics[width=1\textwidth]{DistMeasMean.png} + \caption{Mean distance} +\end{minipage} +\begin{minipage}[t]{0.5\textwidth} + \centering + \includegraphics[width=1\textwidth]{DistMeasCDF.png} + \caption{Dist. Meas CDF} +\end{minipage} + +\end{figure} + \subsection{Localization performance} \begin{itemize} diff --git a/tex/gfx/placeholder/DistMeasCDF.png b/tex/gfx/placeholder/DistMeasCDF.png new file mode 100644 index 0000000000000000000000000000000000000000..fe6b134c1f8ea97ce76b0059e3ecdbfa4b1921cf GIT binary patch literal 67355 zcmb@ubyQVfyFa?<4hbnKMOwPMySuxjV}pcrC?MS+-6<_05{h)Ev=Y*Sq~x7^-}An| zbI$#Z``6uLIEEl@_L^(X=lRsLBGpu6vCv7;Aqc{fmy^AJW(cra7RJ6o~{=`9n3pMU!B^OEk?=CGG8&Qw}2ova}aju#5% z&M!FFIM}Gz*#$Uw1vt1i5B$v`hzgRI64&y6zn|@Ags;1BNh!|aj=zdt{MiIKFiKm? zRsWGoyq?K#)a?R`SIQcDSYC>(&22io=DLeb)x};&RZX-BQOyK|RkMa8Qq{Z)aE1iE zFG4MlG@j>~LDZe1*s<)qv;&C9e5*K=B6PN+K3n{pNgD(FV?H@12Gx(*h%u2vyUp63 zVP{uE4}W7Le%G3Mc?vVQV6!op?sv;WVpXq>-1U0rb_rJDC}AR-o{`Bo2GC#UMrPy}&Y zmyWYp4AxIwQC679Q_?%(X*F!bN)8TtS7&>ocbDs1TQ(h%;^N}h7rz6Kdx<87B;R27 ze*2c0$mxBwmYkgY_vF`}4u!BUZ1g?9&FJCJp9K?kRWr8?BqSu@bIw$^2Hg6Ji3J@b zvJ)%KA+Z{pvk7O<&d#=a{Br(Y-#b1C7gSJCAfH6L+~O7*S!Vdr`GsEX+LWrOwV|wx z<8m7zAu=X$tyy=7euIrU6G~|JS}_x5Nomsi_czP0R`cB*9UV0^H00z^rPbTL4i=i7 z$e`)z=_;dEjeNE3b9Z<5tE;^aaCuElO?7q0lf{aD=lkX5<#0hoMKly~yk7fyUp&Z# zyvJ)NyMwb$jT*Vndx=c9t6R+3(sQC8hjyQuRa90Q8ySt4id$F|tW2Ek%}wPJA|W9e zRHrs;85tR!lIm({U0z)k6soJM!)_Cv$?E;>dinAt10!SG>%Z=nmW30@r($4jzNp!} ze7OTITM2EtxUH?NtgNiKIQ&PxSCcjUlhE#YR2~>xI)$>mJ)={LkoS?;Z#zrN^(y^_ z*$<|Hmq$OqZK&3ll&ze(`z3lWE=x{M?%?2{UVIRt;^yWCgEb~4;lFs_x1KHdD%QEy zY5-4FRrQM5|LXMk^z`*!^~d4 z1Mhct?K$71+c}uDc&4F-cBjLW2@osA(Xy~$`wxBl_KoAE%gT7G=iXx{fhYX#h}sKw z+fRhN<8vw|o^f*%HnHzgI`N51;}a5EYniF2U@zOu)fks?aBw6#v$=1`o&598@W`R& zMEiwcY3%}T&vdnpj*sh%7xKhIw>kdIO;{c-wfb`BRSN^49VKuS-iV+N4+m~r1jxu%uG2R-%&}+{3Km+*fh8Sz?|im9 zQ}#Wb-EwztZ|4f^)cmWXBiApQSr-!|BCq-En*;9y+Wxo%UXxW6{W9K`CxZ9_Zulys zoViM{+2>~8xnd%JVe$6kM-GL9?3|peb+MWJ%Ig~%)XfhTnw*`TVgBy!9E|V5F)uHV zY!ypU&^9oL8a%Bhhm^8-un1LhMXKj|$HrW)PItdJSqn46n>qT3tRx$_b;(6L;LQFD?)G{DH%IA-um1lE)=0Un-2THxgmlr7S& zU%#fTd3kx~=$MUKaJ5%H`x|~3x;$Q2mY))~%5Js^vt%RI>59Nco+=~}fYCE<8$fNB z*VoZf1)x9(2i&w6zigAR8>s4av?9ZddPmj=ult6U6!1E`Cp6RxNXKJoC%IzEHOKL z3MhYNS-bh50I;(^N_m4rN%82Bxk<7S%l$@@s+!MCg?3dL5jlAbI%VKZ-C^>iETw-K z`i~z!9xF#7A|mFMMZ9?NqP4XZb{k7BhzQ?Jm;2hn-lkHsvDb{PIrL+iC7UoQxY%+n z0ngp()YMc^(PBus?ZLhl5fK5)5B_W87c8glaiM^l^c5x(LqkI~H8H=xn3N(n2On2$ zq&q&Y_&SW`2t%%a|7;E<(S6Ww_%<*gPn)#4v5|*tXV@Z5Lqj7+g9qugx?5XXT54%c zgH1kHrLSpf+G#tMGd!$hoR+CF2ddY+LZ8cNj~ScMGdjAy<>lq+QYi%m^yNvrdPZZJ z*e5=FvoDN)@E~IrS@Mzl#P>+l#D@t7aLoWH6hqV#A;GS*F8)fv5=V% z)NMBZPYEYZ=XF_0VbTqg$j=#)^Y-SGPyEn%*Y@`?HZ~RLfO_ZuqwoOh=olxFi_5~xLw3NI+ z4y{W7?XbDQvkQFu{H7*uR@UDu9e!Zr7P- z7XF_`t3*_YK`ijQ^Ik+gF}oV+pYEGpgHrl2P4xAp>+RK9UmWG{|Ga~Ii(sM0{(Kz? zr_B@503ll1k_OL*b`84d^B*<&C*WqD?@ZAN3;PeHzR0e|_}AO9puI|~(fME^3<{zb z?`!Y@LBHQocbywY!^GToBm})TO+vZpR#y|3xlx-`TKGjf=`=3l<_-d+CjSUW3xFRq zL^wn^$mxw;#h|C@BhQ(u(m#K~6?QX7RVh)onwnmDJX>1M;wQDVrGn!VEkYDSe3qw|_74X_? zCrV^n2Rq`A!UFsvzvgw+HK3w}c=ObJd{=M^<5~SoR*=7NR|pSXq6sRdsk~{Ai1i%b zLG$cB9L`oWHqK5<)3tR7o+zzcN?Rc$gpRz|#Gak4thsTLK}MAj9Pz%5FljT3AtHn|#B5+4vKf~cFE5>(RR&^~_ z1gmnWygjMEySY||g7%zHUcHN3EbviR4GuB~_bm}r&`bvp6;qd$`K}2s z)-O4kDH{4t6y4vN9-Sfvm22i2g|%d{DHI15FJ&>=H$qUa2mqs4xO!M_x}Dzpa1a7F z1q7X`jISZiT!?!{AIc8hU$5Tg^t1ZNd>+i!p@57ig~Sfxp6smZoYkVkW1ZI3`nzQW zTrU{7XlbfzBi(94Y-&z4A)CFXfzk(_V|s?VwhFnR270^yCZ4ojVUA<^G_xo~5m4xc zwRhX{)9rU~oF5J%6tfrhrm=U*czdRDE}mMFxM?2`4ng)EG5gC&nsTkdqD=rq7M&t? zi z173RY2G#!38-hebTs;s(L%j3gMd5EyA*$Vq#en1MM@}7kdnBW9c_%buw8Kl z2#6jda)pL0LSKz;E#uw~v5gOneyfjyMr9isMfc>tlqtKCNWlAT4x6oKI*n z2Wap#c=Jy~6z~d=B=WnzdmbN8RGQgsQfVqvK@pvl88~wU$rU8f<-jKTF|J9TAd>wf zD~&vsP#QyN%NES%aEz@ZRmZWAE*uop%}k3NZ0x`IqbD3gk7{o1F8;s`tNq+RVIXMC z>M2|bdq6gX-)QEKlK7NZ77 z_E8p6uPU)EfLh-z|Jbf_i7O2~#E=e_Lp1vlhNUPM6}`E+`SaclpK()7P9iGAB&HrI z3O+D!?f7(VYChhvTlt4#*;}z!^6zmVxgafxR(M2arZBi5mA|->LmH5(ZpjUzlLwFY z7BX}+Nr)W!1Ca)8U;y_~_b9V${%}EuR*}MUR@Ssw$}v9|YDDR-&-LfmY+|$stxpCA z^E|3wDae(#u~~5#8WAEPa+!}*j_OKiw*KvLZ9XWB`w>Q?qf)V%@YWm< z8!v3!DE8^o5WXy=07SzfZ9KH(v{0>u0Ud1Uk}g#NA30tul1dg5_hu>0%FEA_LL@~G zAzV{{HS;VZ?iWsBFPWBZd={JiaTnhnW{J2*JfX(e)I0bRUoN3`gz^eIc>A2_!y_$! z|35R8)(y7!#XeN3$ieeP5vgM8d0HZto3L5sgamsE9D0*{RQDp>7jP7CD>8;&k+KQb z@cMmkBS_I%u0ASngr(@)Z@S)-T2PYDc8Lf)LA>5}O{#G-ohI0LOC^Dc7-x=C@j2&% z7J39`0wOYeCs7gocE2A_&#zE1NP?QF=iQg1l2Zji1)5}ZDmm2d5~U}Y(eoE067qQ( z*pRTTEgzE^B{`_{XVlNtXg>B2!a*d`P5S)dG{Xe-)|*tU&)N<6F%t;yk==BQkLW0H zLH+;6Gi|lVa!gb_kI@$ZTP$W;*5{~63B1}V{q{{}YxC#NpKWyNBJCEfjg85k8KA#v zm1_+TeS9Er*E}qHslQh{15dV;wRFn04pR4acL7vdWH4=YzaCL%g;S?Ovo=>VC}rpdj27o)~p`E#y{1; zjc^m)t4|lm-=3*#};pW#PAvdvT?C1S;NT8@JvH)6{9veaP9TUwiIz>|s zUM#J_eIXnXy@w6-KmcK80$6Y>>QEN$B`G1cV%jUOfV(M*i~5alDu+~nT&wXokmxJvx_muQV` zbjhvHVq0MQ5VKo^WhZx=K|u{FmX2-YFtIR_hPQwIJbnE-%#JUG;8VBl^J>D}F@r1g zi1apwdUeh>sp+ ze|COO!Ci6C%T6+kJMX+HME>mHyUw`g%7u6KZM<2u*lg1ea)Cs&6$D8n9yv zEtU5@Fuzg2d@J5yE5n)lwHl$VAbvS7tugwMROCHfb`O|(B`b}S>b00U1l^yA9(?>A zM1Y&Swequf1_8oB_3NAdm^7cGA#=h@T5PgM^cjLifO|dl+ za+Uk7Z!pi68<-nR#x_e7l>n0*CgtM;QIU(@y-ZPp4?r9ySSSclLU!k;7xidE?kg2J}z3J~?T1owTc70>W) z7%z)a3!B@|ucNaPD50pq%yxS82qChD{0Ha+ainL{C?sx1*bd6hj^<_N?i_L%PO)_t z%IYRgxJREh)tt`?2%ljk_-j6e*DW|0V`kKDii`V@fKVe@rTORlAWA$GIn&{Xlm2C2 z7Vo{FLkp_nzpD`2ny%f;22J0vzefR`!zc+Mq z3Z$3rFMj-ex-*6Gm^mHr+m-xx@7{6RjusUad3$?9K@$1>fX^r>kP7=YnkbfQ`QF|9 zZE~2yCgXWmGdwnyHnd3~E$n;RKQ-ksStQS-Q*{I={hpzQMq)w&5M(Am`P4P>dCoU~ ziTT>Vz(8JppfopN@UTi$7*>HXj4^HRX|AtTn+09 zADf8C%8`Z{#GG+z23nv?4=q#QX+UKSs=kqGdFGIR0DkE5q<-?-1s+6mwq;_ksghR$ zaBy(sFKBtQ0Qi6W_;h6_@8M*m$w(I6GPL}S`eT6#@qb(V#PH0t_)7w@gX4Z z_RHp6dYVx$v}f$jwup!IU>&dv^?RS3wKZ=<3lJUSPfoj5CO9UZGmOXkKiM(!S zB%}^!*hS&vvS;{2VO!h6@I^;4Dk6M_5-kDxLvI392mu8fD1tx|sx2w80gM+cVVQnF zz#ZUOzecjaVNT7;x?a7%<7H;vAK_hPX65~9&;nFDaEl|*H#RpX1WkzxY`cs*1N_0= z1d5}oqM{_$Y_(xpZf-`r!4r*o4$o6 z2e`GPA783+m(lq)BAM}myWSF&DwF!+<1$;(tI4R_b*6|MyfCf{z&h~N?EmTOvnCHQ zNg_Rc=b*j`!_8KCBQeD<(kV}!X+07Cx>ETGW(iXWR(4KET%4+b!2%%L zpMgwDCQU9H@JTgSL}tVT2Pe*YD3u!F=lQ{6OiavrUtFi}*>1h{kj?0O5`6pymsJr> z3rZnx*WW9`Kw|x~nVz2B-w(>fa99{(A`MVLVq#hJ>uG>!3F%bnQP)xL`~(LLGTZ1+ zfX3Tj{eDoa_044CD3F5s`{gQCCxmyj41+2@q@|^uU}9w}pd(t4h11a?$S=@`k|#E3 z{p6!WpGNdBrUv%)c{IOxjx_C3}A3VI%91*L`Kt+Q$Za;EM($jQKE2paZaKJ4r zEVQ)=PfQ}%zE8(IanR7zeDDV_h*(~OYbh=+o+?pRl$RIRWY_|NbWvItWCji~WEQ;u z*5>GS4>$uRKAS0i7l%%Z%`cwz^sg-A)2V#@`V|+k4(OwmV{grvJih?lPd~xZ0Ub32 z>hX?>h{UHe$aK#?zB>Mvout$x-Vo7t#t~)j=qSY?+CdNzj zBkrQ1F`+2OeybdKco)`Rr^seHVu#G9qeno~B83VH3!9J^ho+{cg1gV%fl>_cc(dQi z@6XrR5KziInWCejAmAZQ)OH-6|Ka!8+IHezZLp22ao#SLUK~nFO!N{q2mJ;GhoY*w zntLGtXnUZZe|dv*4kdhR*9*$Tywi!uN*nv*Jgpg zwV^bMy^3mZ-VLcWM#>=uXy(>@=j|U4h8xwyqKY{&|w`o>eYrH z!O7mZ{@wX2Gi3^E89Qo&iY<*_QbjAY~L;3WOMR~y6NPv7RH z_(iUw#9-V8>rK~Hze2Ll`n6(YT@fm(U;FxOL3Iah%J-2)iE1uzuj)O1sdO}rxpdy1 zgGxPBs`|>+6@v2B_<-9rlEs@V?5FcFL!sE9*^vawQ(nNv#%Arjsh7xaaa%`TM$VA6 z8%sW@B{Tg6I{hjDDxmX$Tff-O`-@hv-Ow)n$s@$3b-5ZkQ0GIazfH3vTXiRrOHn!~I7|FC`Kk z9~p51r|#jyg0e0BbOL+|Qc_aj2i(r+n)>+q1{{fJHIz0qaH13U|2kR!`4gPs_wU~a z-2MGUF6gDDqoY8Rh=xy_mrBO#JUlSqvs0WVamxD)$q2#0GOsacN z?cO>;^)_3~J(V#8#XWa*{<~gHJ|NMEyt5l@>7x*tfN&bXCdC@%9~&EOMo3v%KU{$3 z^aV$>i0R9hFW}TAgkoF#*%)}JHJRKF_4W1J{_@XcV{d?35BsQqMJ{j(>LjoljX!y_ zS476d+}@mwIq3$>R_O!yLqB^`ARQgQY>82-n(OT7hzM1fa9xi@jabvQp97xv@+I=3B_V8G=#t1VT9(FMISu9LR5e$eH| z-t$k*&)b#gD=H4fiQakt*^oaWOOEH#Y=2)>Qdd{k+L~dUvETD^$`kli%~I6ND{_-7 zH8dDpR?Xj|61wJm7DCRY^{K}3_T4n!hLMGxCviAoVf;k*{y55PDL&fZ3UJC@RjFJw5(1?}*)QuRQ%;b(;}C(4_+Uo~OSI0|V9Qna}6A-7WB^1QX@qd zvprk%rt+`R1jZEe+XI(QDY79!z1-4-Y!WF+8w!#P)_f78Z6!n=oKJt#<^4RY8A)ys ziO>%XrsuAvesHk7@+Og$X?7vPjG$ibla*zhK@Z=`ns-sp<#R9E{~`J8#bf-1c559} zD~!iT3WVH3Zu$Vjs`>TL2K8H8IKkl%>QmMWTe+K3olpG86WcGeTxB7~lmuK%f6I$1 zDOdw-Ql;Pb1p|vtg%*0@0MB>VadQXhQJEWj#bPuB)K@8@)N>(Ddu~Lx)Ox|8R1K)$ zZK#;ku^#<93-Ew?joW~a;#i;+Qnz1v{_TB=rhHxEUuu35D~`q9`7j#A=W9ME@XJiT zqK(`K2+!eMD4N~bh%;k(V3}E2FJf#Qq=|sX$1y97Ju9i)%@Y{y+dni^yxvD9sv{?X zi_x5>G&}GJ*8lTrgE@s}6a@nMxJ*#p_SmpGlbg2~rc7EaCk!|wUwV3E;(*zHy8T=+ z)u`QTwq8Okl&OpO-m`+nRf3;9>syHqDSyuo^76$bcT|4Ouh;!pvu^zOk5t#n z8qZI@QP>c0dj&eo+S=Oo_O{@w!~NxU-O8DOlM!A}EqE6`*VG)U23~3U`1}RcsIai` z_j3CMs6#KgGFd-gS}e7=*{Fp1!`R-302V^mLca0VOb!tdBcri+cTd{K=NnNqw3dz; zJ4D?(doY##%Xc~=(4t&I0#`(3dsAw}mdTh7m3m&mErmmk=|}GH9}Vu`w``hBnJ+IXM1orkSp^xIN1j7K>9Ay>0yT3Ai&42)@i_An`e1L=OcMAOJOc zc_88S=E=P^YpeitzOH;j2Xv6SdgqzeemQQ|@$6=Is7r^EoRP$kpZFaGxjB2@a6;hq z;_7y$+xj=hx7+{{X@{^-iz~K>81020i zs5d2u%3DN)7DqS5u+7<;AZoYKC?~mspI`C$+wDq2{-e4#XLyQIeAR@=mU6Ph0>F6# zD||tDcZ9M$Sgu(LFJ^9@Z+;Dc>&)C-92xKEm-UQ`8^B#5DpuC9oIx*1fS5mmHVHa8 z3B_Q4zaD_r;Lc1ahD$tj&xfX4Tdc)s{P}fjjyV9D_X`dmKu`O9fA{--Yb^JELY5M6 zRg&`;3=BRO%de2&yB$7s*qp{bo1C09@jKv-j_?AQn|5TJaNH8Crs&O4sL9amtWK*D z3tptu(}~e+L2l9*>8tq^mfv1#HDRBXmL1Vvy`mOR$JdiHsM{P=%hPyS{>}@LBTR!k zTI07IKJpQK?y*?gw!uqlJu56ENKEduqAm`b7s$h{tmE+WSZkJYpuF}cJo6FCF#$a_ zkP;X7=&=1asn<(8JHSUSPjc_8bOUcLkAs4Ocvrl?4DYyhiAe(51J^Y-_pz@d2C_&eqUN*CP0Vl8W?!_?HviI+s|a)LBMQA zHv0Tp|D&a^Z(CvEI`|r-RBmo=ATvO}WzOEk#GIX;TJe=R%+(+vBj*VDB+6UDklxjM zA6vBP0}`mGM+}99hfB-I2nYyZQwX&b6olj}$N;gV*B7(V>oRP7wifmcK0LK=)Rsux zPVkZ=S(`VqvnHa&;&|@rw`_Pb^Zo=j)20c&{ci=QX)MdA*nkEz;;x&L`DNKs@F|On zk(9q}{{(n1megx!sx+>&^cUFcMLLxo9l3Wc17mS9Qi?iF|x;KXd{W&=S?3$d6tQ}x;Tiag| z5fN!7zB_=m17nziL+ZZo7T_aOpH0GlF?aJz5_dqbK#F3D)n%!L8ZYwv_v!3z;xjZ_&)$t$OthWj|2dv*-x`mU9 zDGL`$T3Vj}?$qVt*5=}&z5RV3;p5AZFe@sk-LU`Vjib?gUmS{#mKMB_b7%SU*C*@i zg4_#Hq)xrJI#5~J#N<87`QBNn=sC-E7gkC z-Sy0TZLuNKE`o_ozMtFbqg&5qwEKf0J^C`IfW z06t!)cLQ+mN}K1<_;?1JdC0_6KD|PfUmgk~qFnLhqh~S?3Id4$;7nLpSkk~_0S5YT zw&2C0OJ~!ul+j96w;XR^V6DH4jS3@k|F~fGyMn~~Yt!y{YVpIvu=aNTxF^ESciRb< z=7CxMfRJ-=m<=We^9=ehs?EHAU;H$B&nNg$^7Z?W2tjID%bqzB2$mfi^9Psy;?3dL zldxVo76S1j5qK1|MmnQ_XBSH8_YsZlaVmh%zMIXuKUV-D9BgcnSBFoo$DvYqj%5rqSz%*9|Cq-(t!4K*!nNAO3an5+{FiD6Md&46yhq z<0>jDDhL89Ot^`Twl+hq=l8OT3JF?LqV4yD&WZ&)8B=WKnAXf`1VktDiK>ZrvT=h9 z3XdL9qhS(c9trX=)F#%C;_ItYi3gQ0?>$B<(i%x**8UK#`xnptZJeh5uItMlNdA3X z{I3xVnCx}MLX$frhAl0>OBJ0`mK@Av&Pc!kzyj^RMC`spPJsvFrDkGMqr1Aagb9I& zgN)zV&J@rjgiT)`_X5;-^5+jAjev3KG`ax6!vQGy{wNzH_fphh9eLW`1 z|7Z>F!02YJI}}tVa*@~Gy-|dLz_MmFYB|cizp(`ri`RJx3Igz4 zKk)wU)#1`arEH}`p-je&ovWLhyquhv1NvJ~86dH|jB!#&>ZBl{?}xT^`0(tg&t>Ai z_V$8YAeEq?AF#tps<3E5$S*7+qInVX?>LYgKb?#Uf{bD)GFBTX>_9~|FLtD`Bg?nhC|D+5af@B=%WUQh92T@ zP?bTG!iP=Z9OFFU8=suS14kS7v!awLEmY6(tmwfbsnF`NrMn4l9=oSZ>Q>6HmY4@7 z$w|`Ckj5L%jB4|@y^BK(Xe%1A-RY&z;E`3**?xdN27J9~Px*%ozsJ%s^HGCiHoX`%5~Zs3YN|CsQFQM=Rlu9dyLy|1qT z2W@6%rp-uZN@8L?koYty__=_xaEeC^DP?lK1Q8i+?OBw5(^|7&lbGn}p=PJWrX*qSeJNF8r%(b zoBes?Kh=Us(HS>!ZAOGaune30_?VoK5D5aC8_C!MFx@0NRcsOtDc)Ske_jZTL<9t{ z&t`P{i6sb#h$z8^1Trx>d*PJ7IEEhJ-AuYQTtb6KdrQm9w>N)JfM_-ej>irIK4>{W z+=76xXZNu^D=Vu;q&bUJUS7UErxx6_P!t@XJCemLHGq->P7W{)Kp^7b?ZHL!G z_=Xz-F)U6#iixy{I+y0JLNV;-vR>VpXLOaAvR>%>ZqcTrvE=8lr?0cY{aWq#`-}-5 zE(pHKntYnZ==9B+*W<_k0U`kWvKM~&bpkF4Y=$Ecf_n%Hf^L?iD&ljxJ< z&dxG2I18N53D7~X_hwY^H;8Frl5%YWPzbOx%+u5VcgKZ**pEZ3jv#A0C#pA$g=CkM z!oG;Asic7Eb^<-MqJpu|LjpcHsBb+|ssP-Uo+P$7t_NY}TkzeyHHi1MEe>TIfkbQP z#fl%OD%?gZyWZeh$*K+YdoV2f6r!Tx@*K|{LB2;x2D@L!@^ybe*i1xhjhF~!kw!FT zE00wXDO7}ppk!}H=uWQ@1f^#QK7Wd;lm17%q+3K_DeU?mcM>)p_8M$4EiEl)=feu^ zN)SR_U0AS(4FuWD*P1_Ej)%wfT<2XASpGPXE4%ISd=R8cDW}OJj{YBVPq#}{R1{|W z&7UDwa4O5hLBoLdS2`AJzvGDB)PgGjcM`q}U|66^fTXP_85Jvurpk7<9MBp-^#^*W zvo(%!orD^J$L}X3(tjz1qf#r2*8313`XuTFZ22^Fc^wW>XzJbmRUX#HPrh%0KQgF8 zCE!23cpGWd-&eyAh@gOl3<~t=(^&44QVsiA?hL0E<`zWp*Tk z6UF}+BfJM-X%`^#4<<9Tk@adb5-zxhZ|y#L^28+I?iiB5l9rmjj<;VuPr300>c5hPZ<&8K&$ zdII4VuRQAeyS?dDOU_Ra8SEB2DIwB=7xA3}gvHebPEjg>&rl?vgjxNB6O&v324vXz zLG$dE7CuRbFaMH^fa3wSmH)5oSAa8IfXwqJaEpNB0m6HfuaDsDxAynnXJqWGt#tv} zXnno&YPS-YJ2Z53apZ#MAP$Qc8Ro?WI96d=+MFV5$0?wBDQRgBS%u{`&;0!SR2FKI zkeoCaqz(+@VKnpfPMSz>(}?fe$7QiRv@@8XP8W1IJGlQ=uCk_gSRyjj(7}! zUOpzImoduDv9a!stJj=oqm}0wfo;%;_a|qxz1CBcUXAliYE~^TKfRQ`?>}1>qt=un zN+nq31q`SyZIiDvhQ7bmgX^6woYI=m($&4bx(ZRLVft#D>t8~Iz$GN~sij5l!!;-x zg#`s5Ji228Bqab)J53sL1Ml?bHidY2bbiCQ+FEOXTT+;IVGmk(UecS&=H}Fuz`6PP z{ta~Eksrmf4|#2EK>-2u@E+h-eOw&E1nwV*7E5e`=ImDSJ~!9&A*%~`)j=vqYzO|` zBs#Hn3f4OLE|okLCGV#=lsQkNmr$r?w{zn+e2s_3J6MsGGa*|D5WKC)Ea^3BqCJMU z0SRN_sqmIa{ovOHhaRs5J;Uatd1tkfDMmLbN~2k(tkSgE^R+`Gi?44Vr2>h&Kv6ZX zqGA^`4KFvh2Vj}8-Bn#(4RY(C<^~4`w^bU;6o*Gd?8?YDXP1=Fg21Y8aU`LEq2ULR zoHsNS1ejy-%TtfPI|cMnn`P(r=o_zb>G$jHkRT2;s21-^oED)NuPAj`U_h?vk3GU4 zaT}sX8<@eL@z&syvO>HJemLTgV_dsDemBC_$pEB-&>eT7`LqjE9UD@_5+9_WrYHj;4xtx3~OhJI874(K;LmM>EN-iYQx80klEt1KYZ0ADZ zxu2nsVa-Z?fa6E>5<(FT?=vME~FBz=dI%>%3bHpn1#g=1J3iE>!#i%Kb-ssg$q4)g< z38H}5Jm!|Z6~{@Re2RjMy39$;B2g-bs9xQsLSnInzasxLkOi{&Q_Jxw_ep3S_QS6y zCYP&U<_iY)T0GUli0~+fv_i845?)v@!>2**k#mo6cHY85+F;z!+;NK1Z)U!z4=I*5 zWb($I5il+CcUQacyTCzv+1R(qlo`^*-ZL3nm?LF9za+}v&3T(m5I1q|xuy0nrSf>l zbiuF$?837O%-*&VJ|&UfQT>&N8ti2}Een_6lrvGMB3a*(qrpu!qTzfUzo|wOM0IPR z08ezAAMaAWS4aK7)-BzZy&YDpRi5J}siO(PP#()GvQ+Fk6jMR#|!d zvj<6|7!Oa%*x1<3jU5t;EgKbWuEsoS%$adtFJ8A>9#r`=lE$FzA(|#Dv&hB6a|etx zSS#N>s=~y$p5L+^$+XomPI(^fgz3)%9JH8BH6r-ut^ViQE!)43*~mf&iR^X8yWN>@ z=^Kidx=X)U8#NcdzBn{CLymnnyffdFUV|O2ItR?7`Rr?M3f<||)pw;V4_?DqmErRX z__|pYQW3)b-$>|>Matv5yl$!!q(knYJPj6pK{6w>fy>5bQqD%Q!QbDJ?^u!3QV8H7 zZ&?TgX3G`Kc;Q+1czY>0fVOtl-~SJT_}Sn8|9c*SP3e!?|4KvjDlPr^zoZ=0@Qp`v zgxhV$D2fOt)h^0_ppeX<3HYnpq^Hz>vJ>{Z5&bQ2&lLnv56lKs0*P(VDo;q|81?&^z5vsMw7EzXBBUJ1GCR00q!B5Q2aKNiuVCcY95rB_$^(2ZO;n18yNI zZtj`kaS%t4b_nO2uw8ANotD+q@SI3HGr$Ln(I(|@tn>jN-*rt4gjTvkQ5@{; zw??xKH8n#sH-G&C4BQt$4Qp#_Fi&uQ`#TUQ!z-^(M*jS9m&^dPduVKIY+&H;aUUfP z007_{M@L6M{HfIaz@e+eEAIz}zoecrym;Xc#M>R@2M{wn%=JusY_uI{yZ|}?@g_Gl z^;<#Clkh$ScFWvV36gd+%Hc;=<`#?!laH0t_mQ5f!VBYDY^*4Tp#{ea-Jalw@(c51CpIJbNX21IxsT()4Uw;)kdRmHq0&5$w(e0ne-BVVl1xD^iUzemx%pf>_m zE6Z)z?6|Y|@q-erOTnm{s$h&AbN;fn?zDP*I67roeaAS@to{BpD0zyvm_kh5yEL`4);l7C&Ze;TPrq z3R;{`>@WaB)Dr+mG&D3Jim|@twOc{2eJCh~jF*%Gh#~u{o%bMBF)_5Xv?Lwc+<8#z|RO?Lf5v>(0;551>A~<+sMl>e5nM0HAi#;DgtI zrDdHe^$qKv#Kn8|=_v|W%_5w(sY`mVCaXF>-QzQiziZ@htfZ>$EAxDhx;P~JUQfCk zMkodQqMkZ+W;^}2f`9Z*MYX%HkM6~b10bN90`)hh00;;xVCte!wHiQ0kgbTfb_GT# zpoKtlFa_G&_j+rf$h?b;{Ql7;S3RS{?*gPhMVzRqV=08up@f8lZR>}*Bv@l*rGt%4 zi56pr>yIAMyJMV_3L7gcqfg$)U|x&K_yhHBb*wr3DgG1aTutpg3BBia9Yrr)kHP3H;{*4rz7pexT+- z56KJm=?256g=MyrBHs92NwBYxBZmCRh|`0mhQ&9CTllmzbfMFiMse~Wy5sibdPk8# z4Iv0u=}_z|@Q)sXBk_1@v{?>RJg6Wn7j1Z;9G{a@qs54ik6)^sbq>5s&VB2CFwi#V zOtvAP1o(YUPHa_JNl6L#@Wn+%%m$5iAa7)ImBZ)ul$JJv>Mc;%3NsTE6M;yNMaDzL z^bgkoNee=-uNK{a>(b~9#6w_zswgUwfoN8ZXuZ#4X1zRJUwnIJ>!)uBB>eZ``x7;$~|Iqwa z+<$0(a$a5@h%InNsL04f$kC7rz{)hri>m7YVS>8KY(3;-IpkinzMP_6_WZBO$%hds zp!xgmDVNA8C=?h60)hcp39r)v*OxW1lG8>?uaE9Gx7|{gY89VN1Oi^SbIhAgf9Svt zkTPUZUFHkObT3Qpj@F3AGfAXDePM?UQ9YZH@$eCu8DF4&^)3_}9G{y1!b@${ao8$w z=ID(zBeQ{;SMf$}AIBp?y5z?R@0mWZiJ4O93d@$ss2|hnPw2e%R7zAn$ zd=Lq121rsc8@IuLiw#6J-yh*b+rC_)MYd7=0s@&7^iU8WQ9#kff;cjUUn^z;HJ{Zl zM2;pZGLjtxb|cgQ!OomZA45klS&1FEYm$30SA~} zqN6KKO?_OgbN$^m7p}|icZco#KB&78E+Jv@j6E2|1cd(SvuB=Q#~p#0BZ+)rdH2Y#Kx2Yi1A=6!^YbXzGBP%`SLts71KZB2TMi1AS%1zkr-{QNYCIOUh!@?Y zQ9fZaSoOk>K%TF93Bs_htbf1OU)bHMgRoVq?P! zD*Nz(2sH;yvTyxZ>ggls^-(uUG!bhK*vt`FWMF0#uv`Nzts**Gz~md-A4bLj7E}1A zgx>#2>#TKOPTzh>CoqJcp;i9X_p=(kR$ljtI}djejo5R)av$8${)u$zRQq{nC9Ay% z<~Ie{oG<|V{_Xwk^VdzIfw37$%(NO@J2(tjY7K6#|9OUq!aTq-Aj#5k2=-=NRMg~I zA_>3y20(LXnGe|yaCL=?U%!3Z&BivTeengje+s80g3lo5ZW4Iw@PHlh*w^3y_g8>*%Ii zu`D~Eyc&h|)l@gSb5<3n4?TjR#_kBP_lFG#C~rq2?YTZo{Xb!i9W;=bdH8g|Ai$?p z5=#h-nOs;fP*YRW)Wjzyw);j$B#(iG#l1W4@CXof-5R4~U=)mwK6x{wN+hlB^tf6H zS)q6Wl~c=PPA*dLS8Bgx<9KMLk z0qu*A^E)Wh19|)X!#MwoW(wy}OEO~=+s+Z_+CRs&pr=_JbFo(Kuf#e~`K2e$L0^m; zqiF>20@^=w^kWS#xfX(-9@uSb4T>ql%Qs6)+TbKMGXIrqt;jed&?P97&l7N8Mi1?V z9)7+?0_B5i5+h-`hW>P~4i-0o+5q6IPoE=7*HRtnqxQfDb7(9dwh`);fvF>b00A(s z;EMk*Ph-jni~K!2{Fg`b3d?K&t?O(ME5qfdo&NyOWpIxw*xmEo1H(GbHZEai)ai1O zAiFQcq$!;IcCA3v=(O|Tj`e6u{JHk8b5U@{hyRHhZp$5EvtUTh#=4t-)P z>xa|u65=WmcF4m_Gx1)6dU8C~Y4sE6h*q!JU5)1tQL$?EdrOYl<@gu35x`0O-sDar z7DXkC`G|QCU>(dIJIT`4R+8fUW(Ok7l56u1DLR%p{W5u4k(~h4KoSKTdNpimbX?e=4b%RAaD_@Ai2w+}o12@1!QKbo0z4J~lwh0Bx8Q4$ zo1-slYi85dz^tO@jt<%&h3Sc!+a}=IpfW$U zdn}-$RvLyZ&LAY{pveD!s;vsj^D`rmKlk$Ta&0ZSO9?JO)UD=R8EI62c^7&cq>VT3EfGM`gQ+bkO}id2v}@ZR#w0cI0b5PimnM7Ha1VOJ`H`wA#qQ5Njn+9_kKqvshGB&oVEz8v8q=JHi$nB}7CXvDicVH!e z3&;@isn5v)j|-uZhwu6ti4PzWNGjONs2)lrUJ)`90@CwZpbw^Gl~g9LmXycf(%}Bd z2XG(rk`pV!L_16VcD;>4Np0Rbca29I@nUFHs35GPL}%GKT)_2UeImfagXcWJm;k~C ze+B(1#_R7z=RG+Hl7J_O?C7ulvh54XCWyGyERIGdWT?%LmK4S)E2#kg(7 zs;aDvgum0S?(8ans#Pfgh|P9m94OI|Dz|$gSZ7mwzi&CTvv~;MJcva>Whi`VKKR?))F- zd{&cV*0Xowv6V- z*~9McVxyy{1g)C#8^FUzAYAlt915Yl#fQ-lkn#sZG2neXk#M` zSnnz-`^>o)T&N-agAcEI<7AC;pohHYc1YD?ly)$Ao1RWwrw5=_hyS&gRs+DIz~`wbbURsA>bAXJEvV3)m|_u4*y=ZK@<9CgcBM?7aiA{M*0r%ib~~ zdn-FBW$!42BxGflot03^3MDI}WMm{HvWbRONQtsTM#`)tP38BxKI6VW_x*gI@ALCl zL%Oc>I?v;M9ItiE&Ckw?vd58;kyTe$&p!dZ1;xmf@AkO)|MsK|Kv%YB*RFuR{JnE7 z`}TFBai1@+r5=jg65jFBc1Un+{QR->;Hy%$X|Ztdw$KWQuuBHmFp{PyS18c~8{Xm? ze(o|ot*FK)%^oU6LaHW9&$06@KD13g=YYZ1)zr)>1q$@;IZ8~wu|w&1D<7G)zK3t=pxNdiClsm{t^-{40RE z;@G8Mtc_;CDVA5tM1X_=PLu`lXuivhjY^GM_v|?ZdozY0x#eSy&qzKgU&k zu^n-;pWU6j zT9o8G)GN4upAqHx*6D<|*~#K2-MLJJRFi}VUcF|f9XgXD<{b2U{*nx7oKT7>ho^AI zXlY@g=+2$1PtqhIN}#2u_jGqxLM%r8>$BW^d}LHv3$pTvBt7W#u@Tykz|s?u{r&J6D&5Sc)rpD}wtQ8Wl17XBm|s~Rzw)GC~i zkMZvL^*a`zqz@8eFJ02v4wwV_nvQtxD;XIhqoa+up#rxN19^z2+4FP1Q_6!;R&cs; zB(f1Eft(PCIX#WhfvSV9y8y>2p8I|8z4+%`u_yU2GxBqD?a?ydj@9~n_w0SYR&s`& zYecD*(vtDROz)+#iNLS#3)F<5BWdqVNYi4Q$A>YL)VjSeiUA5VzR=d%(?0;@1l zb#Y=-wW>F1^WLFb_~pjuj~gV-`p;sAWPv;SJKK}D-Ar)=^ zF9uJ(CT^wsA!~A0iRS$D3srOl# zncM`Oy?f(1cLI~qtsg?=Lktul7X}#co|Tn5#KpVj-lT}{;(FE=<8?HC^Ikaoy@o4D z2%3g-m@Y*V0l1mR`A1- z!Jb({bDglPcJ8*F=R!Cnl7oUEg?rlg@TfOCB(H8x|$R1 zRaeROTV<_>o6563cz#<;Kg^J_kSRj6*~wTQnqS}H@m^maA5i@pAoM>k^xb%g1CG8) z<;=H_KtOR;hn(%0%e+}t^}_p!T6mJ>jQ$8)?v@JkavQgXuty(HkB*PqZg-47m{il- zYZ4;UJ~E;Rua}q@dabrgc|eIEfQ)A3y=5lh=CK3?i2cWA4mI`6-Cp^sQH0#`av2GU z1*i$R;Cl1E&k6L-b%>veDhA*?RK?F^6_^OQUXB1dfli!-Yy{ASo5Et73!nP_7#S!G z^#>C23T_JQvtMU|);#BI*i4VE5J_I|RvHl#p-yIvBzC3Od%4g@9?)ASWXn2e9Xj+9 z>V%V$2i2%-A5vXIVIhR&HHlTFH|7s*E7G8|1R#JGEF`A)b7oGF^mJc=-pBR|>P?&O z;DkeiD{)kSDc4IMI35K-RsHk-0&Ep{WJ7~=lZuuwIXk=d<<$wYFvG1oUtc~3^-6b+ z0Luk1N|&q@8wL2kS08^ar*i(}@b*KO!1C27uQ|APA1;r;ExDscoY3y$Gl(H8HVFw@!W>5jftZ!| zml|nEz66hEULFaAiCJ1&T99}F7S5BT+He1@iN`4#cQ-md1VX7gQ9PQ17*%cwc)>#j zMa4Wyw5|jwj=bBBLGIj^qk0-*UTOlGWgIcLKt_3mjU6?7#B7JMP4uZs9r*;6a)Eyz zlt0utPZxV-GbXg_n5}~yFeX5uhYpzD*x|%ds`z6YF=tz9kft&EH|viaxihtclUg)- zppHI6B>w5#)h!r@Ty9+3GA9$Mb#9oQM0<36-@yOzeq%Ses$J*j;tE0N5snt?JQL^R z$B9}$e10&f$&BB;dpDQ}0godvZ|VK}--FgC03wTRzKGf;WnH&~!vq6HWo4kx#-hVN zFf*NJ|H90I!H16j__rZS@AaHko)69qs9gp#+aT?9?PhDN{uf-r}f#RvNI&l>|kk9!|nPIk~E3;-YI4WEndB_vTd?U?=AY0UpQ#q+c+p< zx}tTk&%Ll#ZslSv^~InPTh3cv;l(2m$)Ri{O%g8RAzKTUt{kJpeXN+23*`?>Gk5Ihp=7j!yAIV5gT zILL$!5YfDvnq36Y=_%dT-y`-FniiVU5IhEN6JhBn8dlV_`I(uNoE-1F-)chE++UP+ zILl>&5`n%OKjdeJ`ftI`P_z=(IC`PcgB%FMF8k)qsUWe?wmGy#GrQeX=CR^2j*p#G zY%rA!%M%Xx!9(bs*YJLn*GbthL4D!M3yq@$ztojY;d3eqJJhQw@N_B%e|m!qvEfbN zauo4vsLx&5L~e)cYglTT?am$46#yZM+lo@3hB^Wck_dJx4pvsDBQaBuzT(lo8PXLM z6O(eDc^`(l67E!xay8w|cmS+V@5Rt=5cm^~0ChHrfSjBk+CuyLgK72krvP*57v>L^ zR9G)wtR$t3hcK(TIYzVl{rmT{=Ob>1Xlmc9Ex++XJ#a}j^BD{Ks>|D|R+}7mZ?SFM zLGHti57^kwl6H5ytu+nPnq|fn4m2s+c2jsrC~DvQMsacDZbPodmraFnBc5+hh+as< z{Newspv@^((gcDwE31X&W$2{6+DOKnhIUl(J={);VcAo^R(RQj;-O=myjEv zyVF%ruHO>Hh4zLQIU(^sg(vDujjv}OIieTx_3`3@*}8dvzVpYd(LT0p7Wx{uiiFc& z9Jl34DO0qZT*!S`SHP%{pe#&9->TW`&n&paudk>7vxVkXf44iZ5!XtB*A5m*(7(2W}^&b_h4-d7PvKob~EddFS07`45j!c z4<=yzzaWxCAXucM9V&~tFe8c4<@MvGo$kSvnk8GIw0(NCzsN^$xqn{F^zyKhBOXTz5?C6$DJ@7a?- zBm4rFm*1q+_d@&chcPvBu?HwF)Eq7_=~fiwNVUJj84wgXlhuuMFve)L3O+ldT_28h z4osxyrjhwZW>3CoO*k(ae|IK6mr zG1Yg>h)OqHfg@I>GjFWE+@|8@<(Akabmap$U?Le z(~}yN>7Zv+5vxiZp8ns@3v)3{DrgHDH`#|7Xy!MWC7uajiZ!B<3t*zQ(6K(aLq(u@ z!HtZuaTiB^h3gQ_Of)?qtzkJ-(r8lQMxiFjSMqKyF+u%QCzq3*dU)ljf4%;Ow)puq zmZPsHCMN2Xx-xE4X3joQbPcj3yDt)`T|P{g+9e=A@F23bP=nWu>8E+aM5oi<4vJ9C zEWtzTq!fC8UW))LZ7P_sMk<~3{QN!vbdffOf&xZXNItKBvotYD%E~&kGQGDu$GsM) z0sa>a6JTC|5|9ou3r2ep)QcL7sDK|n-R^RJQWarTRDDn9*s-^WF>G;jhw1Cs%lHPe zT|^fxO4N&xYlb%g^5DPdp8dooX)ZfKTTXqrF%OS*MCV=KnP~QoS(YyJptsXQ8`i=; z_T<&6f7YQSNQyFpJ7}qTqqY40xqa4H;B}xqj)z{C8)ne6u(-!C)}FJiqVAfh+7$Ni zFn2JMWHRGN7k}x|6+jN#Kd~^~aEb~O6=?WUe_F+{o!X(u_^B1W3vI8eNTTBXi>>Kl zt}hp6y$HALylD=mDk~^pjJy^|%&62TvCBzLCNY0qEzUjpcs5C*0&r1ajXAX$`BV8a3rd=0Zf_HS;w`((kTKK_9vqlqMdCzoF3tb28F& z>coKq&!A$#Y(hMCXRcD2&hy@G_;xVV{68fKxDRl2pc+5xf- z!l5I(ZZ+!(X|V8~9!Yvd&yd>bAj|A`UPC}>M`y2tMqz}Et>>@jER}1=kwfc?;Rq5F zh>7e&cXAY$lyEBe2owq8rNAZ(S1WuUJl%rC(fk7-?XGRtMMOo>ToRdAD8{W09%LqT zI?I)q(Gn1sf>5MDa@Bm~UH=va&{J$)3S|i;0Vy2zOB;Z^A*nKwNCT{xeuYU{iMRc+ zeq@9hGjm;I_RtGfA+j({s^=xyH#zyg9j+4+Bc$<)xU0rlv#n%|L}|2nofi;3LBH=;59K zQw?;Js3CXCcp{9Z`4q-nmJ814*zVmClk%!>`=uks;S=H{?0rfxCN28iNgaDdZcnx@BC#mu+pLEb^((tsu50(TWDX;5K@Gsxa z&K`h>td|U^^^uWSVw} zTeQV4%jF35=53vNdRhNEGaGo?Da|35GB;;mPOY!sLjXu>mEi8``iIYypkZi8#09Mn zAAaOY-Z|@6Vy3^Q(9_+$lPg|lYfhju95XkrBr>E+9l4y7!}n(bj!>G>ws0}4p2rL$ zVcK5@$LX)irt#~`a%|foQejg>Hkg@CZy#0^k(5@)L>=X-X>C#72^0cy>qDlduF9J2 zAAZ0;CmjQ!R^Q8)DRWHx{F?|6tk*6DLZkvw(DHcGmC=0-pD#PSa@-1R04cV>uQ38^ z7ghO9=0!4==A=g_n55cA1PQUODHk&Cd(j$vi(5`VKT;#WQK>91QeR_OKupXP1r3t( z8u}fu8?1f#0;$DL>Dn)VdHi8>1B}4(Q;+t%kcfygBD4{&TNLr3Bf9fXwhzM zYrEUHR-rk(t^{8~3u@2r@6XS9zkV>@rd{#KC{JGlu~CX5R2`ZUzZS+6tFrHsN0FRZ z__6E$eN(#oZvqX3veZIHjrhH|=##6qS8J@Fe=+)S9o!|0=^@1{9>ry4qT?TTG@su1 z6s9m}d+RG1**3*DD|lTxcBB#OV)it#;Pt3WB@P>FI-71t=H`6amDc&U7J!tmX;Ssg zXNi0kraBE#0VzS#o}>ZpeX-PDxv6289-@YP?CpuLDuDQUAh@T$cp^RqMrEAkRj=^w z5EC^vK7Rb!wOaVn#>Q;Y^f4-LCt#%RFJ(F}P@KkoTT_~3<%Plaz9*WVuj&}YM&fDs zry%6SM^t%_>{6lhJ_$+53)xK;Qp1fWOUDf?wRKKd1m7L;j2>?iXPBiQzc}zVl>HHD;f$3c>$w8#|7F?eZIDs zMgx>=Po9*o^@VR9Bh=5y$W7F7F#PCTAn-%fG51RB=s5OdS)lK+#D)OOJh^{aEu4R@ zAaYRQDnD)hea+{4qbkmcWe@66O$n%;{&FcUjvFa;%a2(0?5T&g5Q@UOdgKS-0DNkm zP@(YNGQJuO%!DOb4f;1=biri*F$#=k8oCS?Z#|wX0KG+|SEBx(y zp2~kU@d`QTN$-?aA6h2~^PZiQnB(hy(OX$K70gTjmZxX=k|7@&cdZ=qpp(_YipjRJ zN8|pF-o0FFZ|MDBY`k1)R&#|+lcS^*>B>eFW1=iVtO}Q72j!V>?m}r+iw^y3; zbNhazaXH6Z%9U;}Yu94Ocp%qs>(#u1#E%75id;`~lLG7eUdzbL(M{85Om7iWn7&^1 zjiRdPC6|)ePB|?R>NL)bcRLdHsQ%jJdpl|0*oU#obk6UO_k6%SX;Lj>;lB2mx@uFR zVLRIX+=JmNwS!;xt2vR#(&L7Si1>D?RzG_gcR(!P<&yMzlfp8i5FUEA+& zrE%{4SP`vfrbv>|w)%YN$!x?CMFkEYS(Ey59=-L_*8ezKh~r_7@>tfzbb}kIi5x>g zl9UY37r#+hJ8*P5f9%>eZYIH3kkQhTL|f*)_x!}1eSaF=j|c@KSV5cc=LqcPq21xS zi`LqgD_mokv|}Vay0y}Lgp@&PuE&4J+Z|`dlhX7BPu-@j@v$48m@1wf39-av0RI~$u@trbrPV*ODj(MBkqm{6%YTh!$| z`XE%fKpz-=C3`nLBKy$t6Vv90jh8_)8mq3Qj(fNB=E{Fr96Hfod=LdnsJ72p4xhLK z2PFaN4nebN7Vs7hFA6KA>L*plEz0!OeCk2gH|1rsnDVohZO@XM&nGRjtZ6l@r*xUxYpFtDK4 zk(!d4?pPaqJ%3>SC5t~0#6`FAVeGEc?o6mj6OItIRqE;wA^ht$fM$_T z!3S>~j%G?i7CrCiy>h$zO5iSuhG7A#iI7EU!th=HZ7VA{1Bgl%EFCaN<6!Q3RVcIF zLPbtvzg6ggr9)Ta2Fi@KD14dyc(Z@~X1^d!ME>qAl23mYOH*w5V8CwmtKR&y;I~Z@ zT1|O>YES1zzN--N$Eg)&K6DFeYgf#(gPtSp&5?M01wz?fnusdm?x+mZFw;sdlaB! zaB1pt_KQAhVQG2Qs*ExWVJ@uFxas(Jdkzy1(?rauDO(Q+Jr8sZ2noHtoYko?_=I(2 z<;f<|tHK8{;Fs^w7gjL;t%Wj?R3{riOGl@wqLOp&cd)zg)Ooamt-7RB_XV$XBb#n% zGn;ML=g*(f(*uB9SPP-r3)?vjk+pOQcE{igK3LF;LIOhwECj*83r$O$H%ngW{;49- z1$_{{0uTTK5B}YzrqjW}UCweZq~Q78%I=1ZD}yno*tUg1-a+`bHgxntB4!4q?1a(0 zTem>Q$V;f{-zZZ}-cepTTQ<3vJ);s}!c13Ir7{!ZBqkAX9_NwKo&b!Bc!qs^Dl)B0 zJ)n&uQPzG36yh87Pr%ztJhZ6GVF7SCb_{VEl8TBWng_ps{|@ZM?ij`)uFM1By{%BR+F?H@Cd#1tz8qle(!p`k!8J{H_N>gRU4763_B|L61y{zR#j1Z8OCm zH9UG(R7d0b+XXx_?1=sVDuK-ALe9d zADGKXO+`vV4Te`hFzCQC3Lqqu6oO?@9NvgiThoN7T&M<-py!ppG79QM;qA*UeC`L z9y~wjZ`x)Te3awn&0T&x4+7lm^)CYJqDm*_rMkjF*keMGp0-Et>&Z6X(`yesg>s|G zck|JzlMnTB%01d{vi|%L1qGaGRZH^$+8v&|$p~JGF`m#xRI086nZcwBA%)1jqa%|+ zk3-W=TIUs1`_AZQ8`Zn^5gjz2mqt?Rd3I}#n+=xR(h(2|=c3*|KAzo3u^Z7epg%1z zs5Z)^L0|vU>fZhPxRXzC&hf$2os@(jJ`ZXycZk(6_Enz=A9<;kF(c1aTufMNJITe* zb6wsi*JXQYBd7QGubIr9&kq!_P-(l|S*ccFFqLR|&958(ss44^7M3}q%-at)K7_*x zdtvU(Z<7)dB0fAk`Eir_@mnN>-a>;dj{{rp_rL$p0SP0YN|3DoTSH^xnoJo&JLMo) zN0oEG*D)XW^;E4ZeqCKvKDn^@XB;jH5>pH$(yET)pgMZ==qwiDHt1N+;G`qq z=T7o0+b}zlNp9c1T~abG@M4f9f?CrHz~mF`o5M&5OsuR3gRu38BLZ|~-m@Q*uUt94 zi|Ybm?T=~JpD)i$0&ojw8IQz?2j906pn|z~U~>&wJ!Wj-o$seko@7y%nc90sHJRTX z5U-zi2BmM7;+;H`%pXgOi>I+2+S!0Q4dY5<|) z7J(bJiCq=}}6~#Hn9`C=k=Q(5%&K{Zbd1LxN_$Jbrs)B$!S$^s+TL9}xYIPS|Tj zl@GGOu`xq~41X+ZbLIW$*abF>fI;hV$--R$M4P~Uga=;HXOd7G3P1obIOx~k=m(0I zU&Hr@OdPlc4c0$OZoY^Q2(!`4bfwQBzo1Sb*dyYl{|g9TAXok;7abzQzMn*396BoC z3BM;>oQ@A;$PIfIAtJQ5sK8w6%C{dkb#;c9t`9B)rrWTr8TeS!pcm1=lIZcQ;@4%y> zp|8lhfdr3dmuv6C-)nc!9iD-pgBYj=Y8?7BWHxFCAR*^TPfwt~e@d4#G4KP1%K)`!k+Bdxo@y&Fg|J2T$W@svHZOiOI}-1#0ll(T9BeaDRPULAuCo zyZb+~PfZXjWwLssa9$t5<*Ui`yKS}E(oA7FIx*KHjc6$O#T|H>7OWC`U5C>x-cc1q zCQ$C&M^$lgnn=R%ZF_tC=0_+-Ri&gnF$Y6}{0j*jdhuLr?CjAF93y#m?p zvc?jnBkJK%!_@d(b8J;hYReI~C2BP;ng5pT$m1zAMmX%-Pl8Sx9wT}Df_)dJbDVoL zm46bKV#ixD1B*|lU2``VTRJ7oTKw{s&9A)OM~}&mU0!&^`i$R?+uFoFec$aIwi^nJ zwcp6ZWlx?ux!@f#zlX2E{;wNyMSaVb&7HsV0(N9R^RhP@7#t*~JipQ14;TX}AjOYr z;&p`&?#SfgQ45&sg$NV)Z}q7($Y|7uKKk)#+k}H`e(}Qe#EB1cbFSPY;Rm)J!l`=T zzya_AfC}Q5Kpv;tmz- zzQ3q!DB{^Z^4wVu#|PyjRg~4q#Xyi%o})g`^2t%qjHK*Vg4oV;S31-LTUnSk@zZKK z|H&0>E{eIr3iInS9usWM0Gb-KP*No2{{zXWR=@d(ITT*~+LkYHd+oju2+w9`T3THP z=Ncz|$zkAolEWt}K5eylC#AxmgtVU%g}Sk`Sj%JuWx8*5QkMHP6A(7iwo5+u`{svq z1(<|#kXO0^2gr8ZSr#!(O8pOkTE-#_;?x-0BL8tSum)A0!!=3M1kJ$w#BCtc3Jcd-` z(4mxZr^(*~ZzgwqPo5nT$n@6Pl^=G?bZxWF*0qPE3*wWNbQ9V}cZ4#XtO6<+MmzP2 zo`FWBKG^sE#1+bplOgv*=1jT|DI^#K=*J%Lsx6K@Nh1FBLsY%9fbr}#rn?Ny1YrpD{1oEWiMg6XrgL+)evHn)q|iytPFdml|h) zgl}>CUf0>MG7cF27e1@5ZnmiZZ=jYqO)IB4V!EG~%Dj8{^P7X~;U96}%G7%9 z;xZ4PP1w@WLMZaKO(x~N)$blo7L*Cu&%o&y1sD0o)A>dH^xwO;3 ztvx>fA0v0Za0qQH8m+SOUsk?BEsKj~>8nzGK|!C%tZEI)YgL{v+JBsR=W3u$YbD(| zGVse;Jc;?SRZf(~lIeYux&&daI))AfViIWG4FirAiXKl55G(=MAG(GOoZ=H?!3 z?b=M&5~n9bPNKSnxfR8Av`jLUGeZ~g*75v)>p*jp!VBCyJv-Y=oAg;v6Tg&IPY%Y$+P)Z(#n5f>Woxb*W^R?vzsD*@t z(71E1XFcc`g2MlyA(^{TR76Ed3B$6v+wUsQG0ppj z)N-{RyI>|Un|oW>qx_O$GK>>tO=jE8Sa|2COI!ajT6XsOvf=TEt>?seV;Y2hxy1;% zL+>lsnD+hW&*vFCV=CxfrR?sZN&XI$>Uiq>)YJ}4_fQEQ;zmFOIRWpdy@Qz5n5{H` zr~qYU>oRlDxz~K@F6o<_n>#p6!3w2YH-_~I0NLvF`iR-7L@Knp|K)z!pDR-e1fPWZ zTfK@_H7ZBxX6E=Fd8#movM@fmsGbtjscJ_u+s7>VCs<3h*Y++G=1OF%KY#XY99j%h zQ;5+;}PrVKWQl1bxLbC2i0U(in6tk>6|Vn=Z_e@m^NgDwQYTJaUH0mOuBb81xM;5}DdoDa z@X+)oQI3plCQ+7jQhLznP|F2yn1Bo%2?&$lw)KTo|PP(~xN*NE882MfUtylFdY*E|fX2fsbmXYt% z?^MM(af!&$9@dGH5Q=!o^yQ}RtIze6mEmg;vp&DBeh%3ZHP!uRcJBVTx?13JyYc|~ z1iU7gLb_+O5YJI)im->H*+zO+PQamd66iT(!$woSFcY9qR9$#rif_mD#){2l7!+Q7 z$-IqV1v#K{)5Fi6m7#*dZXuXLHZpKX#ns2AXs9%XvGBU=WB?T}LDs%^y!A(Acr5IL zXcH(X+cpnzlZevm2-wg&&o%J8p~OALzP!0|o|vevc+uylD198(dO&nqck9;0l_6W1 zD+Yz8w>o_7>~i{CYtr9EKZXYovP~yPN8FEkH;M&iGYst=E&_Xcl@9*D9)*xkInc16 zuVPmK@gNr-$!48O8sj|zH%}o~} z_Q76d;3q$0_|N7Z*>vv5%j=VUjg0$UTncS7qP%p5_iH(58?Ph<&R-sT@xemqe2IHV z0m%%H-=q5v*a*dDVGb&feYL6BE_Ewnw`F{ut0Gmn&kkrvE&||!l>i$?-eONi{}=F- zA*W9xb1ox2b{_6TC~!WZC7>zL%rgOOOq_jicK3US+&_!G$OMhJ2Wq$u!0B!4b2h1c zvqz%n#`-&TsFvPOX&&{sguRqBGzh&r?eD*H1lp8kqjcHM8-{Ew-yE!s-?cDhmGlkI zB@PW7DchJ-FtoM^Y}2c?@?LRRpFZdnBy?T+=Yio+$u0CwfzgI5bennp5|q@H+oXcB z#8=j!S`UCO2-+vWiUKpgVJ3l*k>=b4a5@Tda;&?Ko_jkxo0gre3X9DDMfJ+Y%X{F7 zr?>Y5AY1qso{NW&y^x+xNq}wk(_mUsXM6>etw6y&aL(Yd`@FKU-`Kd`=8V<-5c#`# z$K*0_G5m2fLb>`2fd-TQnL+dOB6BSn3XE3L`w9~VKanTQsz~~JbSvT=`etQTsZ1Y~ zH*xfWY+xa;slwVqhU4+lKL{wl=8RyvS0r-G%kU|6>b~lbxy(5t=Ylot*t#xjA}7p> z@YgMu2i5f;`vr(uGX=d-HZbV{gRLqmXCQs3@s5&~1Hti1e^jhn_SAcus#g|AL-)?n z6SG!yZn=2WmgC^VwK^;@0N8RLO`wPEj;+yeZ*8MlTXx(qs!~ed_td?%R_$&_!hXI3 z?N$KvzNn})-u|{W%u_e?i%9*p7$2YhsXO_z_lKq9?_KqCR34!>N@iyVp7jj2B+tMj z`Q=64@}1%Egf5YLLVZ-cFB808KJwh{Uwx_l0M=Yzi27y3J539(6fQPyI~es?GtP1D z$S{O657nEQnHgfK0B$i{U>u^ocnINGs%x3$X+Lt}iaty|xpg1wf};kKBxw~A)N5Sn zem46Ib_J=KwoY1d+_5iP)Rv`x@gg_Oz;%m-k8G!gHKX{TQb6$c%fWk8O^wY|&Wcg* z2#40vVZ$UTkuf6U-zwH&VyXhk9mSJ$x#n&NRQ73pq*wZHs*;LR ziCQNnBKEntnCI8a-@fnXSKO%@wZm9|z!AW6dCqKlcUH1j!AqLS-Ckro^c<7B>A^s8 z7Sf_rGX0?jr7e6B?ZJ3KODL}+o!ci`Xj8mGeVOC~&VaC?LAGr#G>!{T&=P#^A7t_L z;AaP+tN+JfLXV+=frHXi{9`wbj`Y;`2IfdRTE^&};B1#Zzsq0N`dSF})}7Ujjn^_M zzxez&Rr?1^xg)5d?V0jw9!bnLsWZ-8zTR3AUTgLDsg9a7kMue`EV)B!NXzoLYLf_f z@(ZR3T*GbueI;|*c*$Gki|ub2d-wXT>IB*^-U|I%Mqq2y60l(-zPa*nd4Aq6Ih~A_ zibm&)zuTWi;nQe9ur-lzUOLqvuK;a+pEYM_0GBT#qtYN*H_fQWp`%o6mGyhGd@ z-)6VPq`9B}Z;EriCYo_Ar%F**Ad6w>)TgORgelBoI_cu|ZgQ$sIQxD~vFX!^)MLrr zik_eQ&Rr*qbn^PlxxXbqC{-->@wyZraYRVXXt)1Rs7M0y((joOh za9fwn&sVD6clH$VCYCgGs%~DtlW2Zsl(LwdT!JLrM=0Te?Y)Jqow8E$LivY-?vm7x zH8!4HnbAm;3+g#r@k4v!a*JH;@?Kt#$(~EnAIKKHQbPqyX6HmTb7)J3>+AnQkcoG_ zN&n$@#{u)VcQy1_xI1muAL{TntR;N1ESADrQ0iFqj+x?0bXDj18B z;~^=uDr4_hL6$p2DDXY>WbVO|7w`5XDP1)%7wV?L9OLN3X`=_+#>l7#-vP5GRC3v{ zf0xjtfx|uVsxH3wVsBCi; zdu}1e{+oLBoavx8@{PjgmfR>6ZWsQ2 z0XUo61)9cjHgAh^SuxIY#gp#lHnj_B*|Q){rIc62_P!Sy=muT*FK#t;VHR#C`@%DO z4svHng?sPfVxy%X1cihoaPPtRM@*n5e0;j|`8wcQo$E+#@i<|NOA!vwRq`+paJ=oedb;4v@P-hf1INm{=S;wQ1HLvRKm!H^%cMvr>3TWjY5lBr7WVZ zeh#z+{t#cFw<~^S>H%0V=zRU5yQ}ec_!%I6PKznU83uwq@sF#*B>Mc z*6#3B+rvL}_Uu^{^7JcM?aoJls*0H(E}bnf%@c594cbxoFn$K zSxP6}M{C^BWpYAN;OV)9g<@b91A$gR{%gtY5)Tmk9MCaBG>lGPrus1WeMufB!~fMHU9l zv1Q<~g5#K8uqzGQ0uguL^%z0+nCvUBd;Y&TU0Sk)Ri9_U3N__M(;Y(Amq>O7oJ)zc zp>ph&=PFW|8!q?UOEJWKFin!Y)y3gsAE*JMV~E4Qa04XB8?{b|YNbNeIK*XSdY(N) z6nukusi+mSQNO>`KP=AG{{7G{LF`I+*pa>=ubZNBXk}JG^&x;e~5uO-CZ*cZ!Rr)UUS3xi=Rjm3U=?ofR*#_f)U+kfcg5h5L9}mCbG5 zyqTDBgLnYMSe*sv3*Z2|OR|y1i^v`5{I6esh`I)i80c<%vLLTfO00i-ykc==n*u|< z%^KlV9hW!{+1RXul#^v7dIqqGgc$W5QitwmyJf{BOjmS?Ya--?|Cx7w`fm9z-Lc$1 zbjMi-Z~iGBc4dEoIf@_vCiYtc3KCk!AK$*gzEnD}fX`q9n>i}W-2d0%J4O26T=dOn z`)^8{9%}KdlUi$*<0key`l~vFPdLz2xO0c*E4n_)cMZ1QI?=1KUn*);+Iuex*Bdu$ z0rmFl`J|Z6xBW4l`-Kg+gkT374gx&f2*yMX3U+)g^WJG}Y=m~b_1!Tv)pb9+ovW}S zrT0t{a3oH4_VkpLHU($E*{DuZ^{o7g|E|}=cbmI83^Dz%_;-4 zlVL{tpqh_N1%RJW#n2P%Idm7VU%fi_{yn2%kFiMLM0vlNzx%B+#<7Fz-wLkPoh)HPt=?S^f<% zaq)~DPSLYT=&Xr9gzyo|Q|vhghljs`NhfA@ZepmtzR~Y%7FHNu&LH!K-c-<>!qnq9 zB3}LjUHJ6i$^R8xh#DKa2M-=L%@J*UKV9$U<2)zEmP~mYvT$7nloE|gScltCnxWd%msk(~W>*O^Vp zAQSTqa-CaWJi6gH@1yMmyC~GX+biB1_o9}*c%gORftJR%U9!3YteJ=4egII`A&Z5+ z&zfQl2AVG>2S*&V z5Lyv)-w^4vMat5CgrUQi@UbEI<;>dy8)G)tTU)8_pMH&{duk5TOo53$`(oqNBuJ*t zEv6^xO-jd=e*Q8Sy1LbxpLc`x=uh=M_b%VLwTbWZgWzhUWj~zSMH?!S5;FUtm?x%M z^1j`-hv`$H<34#Gs#EMYOqjfg7PqK{2X2`$(TwVnF*;jQjwrkA&J3U5l8O)kw@RK* z4>x{oB0NAA{kH38{7}^~F%o>xk>HI%Tqmlo{73Rt5Bq=pIuid$P-T9r%^zH$Z*r7ZozFGWX)6p zNiXHC-kH23oaGm?`&1;oIw?VYX>s{wX4%n=G>s&cm!|AsO&G%yf~t{_6}?Gw+jh8@Tz7Zoi8;xuZ+ z!5*c~5RbgOkdP1-UeMDd_9!;#<3>3ucLDfd1~=uVx$Y?EJw^$y2|^U$6+s#Se=(Ny zAf(}3gx;c(2%=#EU06PFbjJoX5jQ4^ib9@bW!K8iLbG|Zh9-&F=6l9QZ=b`R z{~G&zf$B%tgjtF}uyO7c7Ze*hcT5C#E5KJ1tK%iI{oY4X!f?-nNPBG)lU@kVAVzZ4 z^#8Xkzsz#d8 zDvB6-gAItDBCPDgVE~cXH4WFPX=#ZXJ+u^&REc{WWAB}>Grx4hv|H@fZqkl9HKnD% zGgea?D^w1Bt--qSpbhXT9%vJoTL(#G?VbDl7-QRd`!x1T_;hzgTI?yxmjF*F*~Sr9Yu^%4 zQBi^IT~CrjUT;=o$c)GUvN*3Hn7uf zuaDxgGeUf-l7a$<*widJab=6w9wof_D#kXvFfb{GwR%`Y($z{W@;4ZD?EkNsn%l02 z!`2x1l(6i_yu|pXrY5aCfm?Q#LX)o^-88+_cyH{i=XaO$cU1k${k}gadFBLFc0n7MXmS?JhFR(25cz3+r;e2F07N?+PHQ z;*wXcpOJT6x>GJuuv`N*(9Nv`PI06g$JadEno)vFK{$sMX`^~+5iABMZ%>09NA*G;9k;kMTVtMpF~%^qtl#xTfgK9jI#eZ__W?TDUV27p(k&Nkhb@D z)sp?5(eoD#w-WCwbQ(nYnD2Bu#-B5odyw*LX3SX7x9=M->qA;%3yDbwLEc9#EQrCl zDP1@ETrbAOK}qOksYp#SKT^FdQ%4!ov`*K`ZtMklR%K@XN|;67)vSN0!_p2_C9TB9g8%F{65=mWau)Fnr#>gKuv~doa9NM3P$Pj~P)AQiLKIEbdf7bg$p72;r>2f4h z_lMW@12Z-4VIH*5&63zusXMZg0MlluLA!ssyer8hTSnX{sqj z2>gCG9YLyiCCnayh4&zJfo6GaZ4H+M!!Sg6zu4hF*jvuB#V({#P&?Zc)SQCcsx}pNbD0F?L!>dF{z4*N82#+vRPxPX)_VRhO0#&!D z0}n-agy*0B!;v5LOWVP&FL=3j=#O=YNNqjh>N|ci_CJn$ zK1%*<)OtJ}zg}kbmn9s$xcZNy4@qJ<~UO6~6DIV1tR95Z}oL^gc+d z)+~MC6$!dre`{af5yj^EPuikA*8K60leumtwh-P~eVNK5C5l-zWVw`dt_@wj%;MpM z4$Zp4G?6u2qh?FlbQyXjJXs3mac0xK2CYp`(u}BfA9AUrpd$MaS~^VffYdb%N;^4v zH6IK#C(S<&Bh+tQ6C)i~e%dyn4N(HB8&pL$aVU;`sx%#bLjS zUK5#9HO|V+CmtztSC!vRcpE(?$X8QQvr#%MPX4$1!y%#33Y0c7+%c6xWJ{z|>y9=B zdI1RleLilS!J$ON~s^zyovu2tkL+V_v7Q><7 zOUu=BR^j?uYkkb>bBTMih(au$vXfX)<_BmEwg}8l1j1C@A%Fr|ymHR53T4Pp;Wd#E zls_ECAKt|w^0lVddw4=WociuLLJzWC<}EsdR5I=10medTHGIlUio z-la|wGJcyVHWvMh$#p>6Vt+fF*xPLz+f6S9Y4mgo-Prka<>Wl6;rn&3O?DRBUd}(+ zX5_3Ee==NW>}B?@kmS@}sFSo7qjX-IAk8JsC=xWVMzX;V#MJ}rCo92XB&oI2B_{p7pc z0*DwALtFd0g%J!v;?I{2?KT{-kQ~+B*K%wdbrfb9PKb4RGPrYEafWX+jnm-f-kUAk zxA{Ft_vlQUtbTi4qM|XQ(pKt(5%&w3JC5&I|Mr2!C?@tm@kC@~(bodn!5N9-5QrII zv;_%@r2}q#>6do8MdrH4{VN}DG37M!o>;CpLa#p!cS7Hw|4vT z{P^q}VElYQZjLEnR6U)M5z|m>qQniaT}5{@Wxye;OIBfxlfRNB~?c-l%l?djZJksHtEwf*nA^P;#xVXi5ScrTx) z%QT0!@Q{cSPpJ)a5|@%)PfCT~Z-vl|=ax_Hr6=?^pD=nAapqsSCk|iWaC8Pjxen*l zsGT4cjzb}GuM_noa`XoAu}L9=nmH_QC=!jKV`Hul=p}jed{$VLKH>ZdZO)TUSR?cH z^0L_za!J*Men>T%=d4I=c+^Y&>xuu=S5j8?3)3GUJaThl<_W`EZyt-fx|rgy`%78^ zy^D{(y)xbo@3J}5D=(~L6p z^om7ZnmzQ?bk0!=wHnqL@86&mO1X7QK#pQN$yCJGq_U^0R@Cuc0~4`Ve%(o^d|3AG zQzvJ}YkzSu!iA`fGdr4BGt2e=Kfc~FEb6xF8y%1qDQW3WY3Y(iMMMQDX+)$;KpLbw zMQKF38>B=U2_*ysq+}$d1eDxs^uC|#dfvU??Kck*n3?mx&b5BEvLs_xA(mub>$td9 zCP0>=qm3Rz*3y@7>V{i~y;4Vv;Wi!K+2pDwE{>ds3sJyF@%s9%MDpJP>&Jd?v&Ne= zOz0`K5HchKt#ug@7t~y6dPIcaYz)aJM-!sLXjWikNy82H*XEW`==f=X4$T=4Q@^y@?t~C4Ss>QG${SZC z4tgO5Y+3+Qs1sFs2$G+DRyA(^bauBcg`=D5a3pxJ=0=KeLzf-_LKrTQq2KDOt|$E- zcp^`#-jnJ0H_TC5JB#O^&Zk|=k22~S;?i_@FKe-L(VVb4hCp6Hp%ayk3k{p7hzRT{ z_JKG7z}EoUq6Bzdzo-`%F2w5+3kP*CiVV=?G8IDbOwH)A9>!7fH{=8@tV}5DdS3-S zZra-xa#vx^oacL(?Xxl$G%e5QB-`s1_|{zB$tG){q0oy{g-Ys&K0q;mwF%f1fC+P< zVc8yo{WCDOlo<@IO5#8+RH*ZMI9A&VWaM|yIF5h?uW(tK8VYRjiJTt|N<4bWQXwBe zKhR+Rncw06#&5##jR2Ef1916uqlErM%uGTqFBUd~4ZiT3kM0UweWq^I@`$twp@8F=#mD6e3ovpj5+?$&7#LfGn zRyTTZ{uo^a(hA0|KjqBi-jCnbA7vCCv-)+#pPC~sAV}CnY*yL8K9OL%wgoyddyQ9t z|9aZ^UDnpuL7WAOab*!lRdC}$05jz2{`73w8-L;pQ7`@&;ZbfGg27XUqmJFuHEanU z^WlCy;n5e4wWEjiF0Lvp;QFBNtXVdDkI+YmS^O)L$5H_s@zD3w^@$n8a^NDAb4NX_ z#iJ>mjB?D-JA|0)_jZ`MRd|kwD7T$e4r4cumiYWx#t$BRTh$6%pY`%s2jD{dBl@z$ zwcHH`DX!(dC7G|D%$4@zXTv#WbP+0-T_U5WXe1M2dEK~FWjy}kbiLc6(L z8#Mtz9E`G$hSI*z8M=&K;#gA;a;fvf#J^C{_H5j;puZm>XCZYFi{^DvNa@67rUZW3 zlul}~@<0n~pMEQ0zojg#sm)$F3RUh9(m4VNL9&dOlq^vdRSo0vNE=_CbWE6rLKW`l z0I>p>J&;r&C{KO_u0SAEyuG{>tyaV?4EXLa_-|@R-qz(JONt>NB9neB9_R6lY429f zg&5(Ig0Di!-_jMxdg+?A369K&^ZzAK>D-7sLFE*-gTVkgfjc^f6->r}^@BPNR!AXY z-j%x>3sc`>yWCc}8Sv|n6P!x$Agx?;i;VsCyTdTt+ob&$3o!#VM0@|$0w}U^bQntw zqc(|;eD^atz@@$Sz*51|_lgBq+O5%Df}O1AnEwQ>bQ+*DadLhK!6kUHP&Tzut$X(r zUx=ZySbHZQK8spULg~%MtziQc9Gnn*sw(U8qU~*mE2n_N>_AqhUY-4PP2bGStMzf> z(4lZHNO(u|FdW>uSC1C>!|U#-7`cA*UQ}}rVl`a`o4dGkzndVP9n9Whgs8IvW+_RS zsR0{42NQ?6nX&O#5SR)9X;+rQ_{B3ApK2G3ji`4BoQIj9tO2#@Dcl-*SDXN31eWx- zZcqZO$#!UwKwlt<)z`tIRekNna&M7fVt0A7TQ1rAtB|(+2C_^XIyjF9A0q!~TEM^u z8W>(!hrq>!%2Edi-Q$5ce710qz~(p)h&D82KyVgm7e^^Cf&0KFvI+8%pi4!mOv*$+ zM|4dYH~OE?qs}d|UBHCKg+|B)#15s}7gN>ZR&3wz+c3*Xz7HfPhjOOzxBkWODuleB zoSdAWpZ}Eb$Zj8a4J+DmIw~r0!1aM4gVo+$(*`^A!xD`wagM~8&}#~J%XZmDQuk`2E- z=r3>EvTy~$qIG@(NPtoXt(95#b&MS8QR^A~3(vOeoTdqR(_)@$&UIE+Nz}MPWK78d z_~Fb2?`vxVZTo4$5<1EDrtG`$R|I789ihA_;Ku+43&kqPLO5!5trEiq^GkdQgx~jl zcSG8HNaO8X<9u~q-`mS>=wMGI@i7y5Ay2&!V(r01g!4pfcI5FNbK>{Oa{5xp?1>N? z5L<(Qc|>e#s_wme!f+J9GkFGw)E@X>y4$|Uz zrJVLCj2lt#-h+JP(u!hIv}BP!u<+GlNy zGf(R`Bwl#$_OU1D!qzn}KyBf00&tdT)d*a!!PPbx%|Z2N_MZ6kbG?tpCePZ^b_(^Ltt0i@h0`oL<0;hJ>%+2&tcACqmCh|v;i%*~CF$!U_6J>IAWz^+L>4-8FpCP)N= z3ytx*gxY}%O^CR&qDV^rjg;WS&EtlGN6hV~J{uyh4}WeWA)4FXcezG5G-`#$l?(^V zw;`&LCiC;YAyM$*wey?z4D{G1WJbNIcmVkFCT~#OaS;Q-ukFuI9R<3w8V45y2NzesH6vM4->Yb# zElhKJRi)hN)R$u$pJF^dP7*P;FcP}=w%z2?7MIRfz>u$q$H9+;VI`T$szQ%U~r!v8L5D{{HmByE0##QcS-K! zMfU-o)@yWHfnNu#1Mbl1fW_|w_RruwH{CY&3^T*X;nn0&v_KkrNbjZR= z^s*wBpE^zVPLY%bGH^%0g)$+@_Rx}|HJ*-DeVNQwsGt|mCd-kIT;mLz zm8)PB@$es0xfqG5F6S60fU~h0v))@(lEOXfTpnF=s;jHp({uQvd3aXB^f=A?;D;?J z@E^pV{RYYUpwZcG3beSW2nv`^&S$rL4k38ue24yg=d)Rih3rHLk#DA!m;V=H-(D;X z9{fqp8m1wr)uvoe(_dri@sRQ*A89T# z+ajT^m;ahtno53M-Gt3G*`4>7z3AP5u!Kmoo6uc&+lD~L)e3hlTLPz2`rZRjHz3^` zt@yi<=4?+Nh~dj|aVsdWTDNedFi@D7G#`S@}@ zKqf1+=FXO3mk<4L6UgpkVl$^eyJMgD-or)ei1a5F@W@cXg_>5JGmj14)DtN(@)HG@ z-1~{&_ri3t#y;;-8+~7jRYE)uzV0O+N`X(UWb#Dcdl_Pe%6;~Wfe}E35ga{MAX2of zX}V*E?dPZRsWs`Fs(A$K5{rc33v!j7N%A^Nr{!>l(043_xz%tqK}rD)0jKPo(*Q33 zsVdPljuPoczur+qYVkcYt-nxP^K|2LhmIvIJ>r{9blW&@?2Wvi6fp>^#2z+Xx*s2L zb7$T}FqQr6ZChK~BUKrfpEk;ZW}75Z&dRwNZjus`Le&x2A^CJ|X^SsO-Qs56?T-Gi zB1t!xdJeerVcpSioo65BuhQNYL%*%qzam3#FcngP?6SiiBp>@cY7jp#9hXGPbfDAjsv##w zMi5^M^D~+tlovXueK1lS02ZsA$sfyr(_-x8i7ejP3@E(EOM%Jb_){p#ElHV`S_p8BHJE`ahIKh_FQJ*C*p^q0s> zCnci;quPsHk~Qw)h?7M55C$Aq76+Ha_dQ1EN0UkP&@-ZawLkl2-yOXfbNmXHuiRN% z$;f{8nT3CK*|^uoS2?@R^KIvY)K+6nIEkSqdBx|wNy#KSX*B7P%IP_~fz7ADqBy&snNGDep5R-9*FlNBa(Eoxkqh=Qm| zu$j5<7XZnh&$E0_TifSsFB5yaw%q#`=h-$gH-@@^MSht&+1A$1Yy|AB8aYdQ774tX zA94ufiGq|#Bqi!+-DYBZPnICq5%rp_Yky2tt9*ydX4HN%u%n|=B`+imvM$1G$rmfB zOepTmr?S++m`*Au zjIiuSI&2TgvIGHzFdUTnOk0KQB5_pb^0Q(s#wI)0Kh)A)AQicGQ2KE8T%kS64_kz) zc+x%v(aC&GYQ9V@lgWHn30+jrd%GD9ZqI!gm%;VK;FXE{bGMUC@TQdHYQBxC1%G|0 z!NauN`nnGNaIhDver9?)2ZC~ud%N`KpWD)wDrr5JED-&z_miPA-7y<~JvF_;`Hp7Dk$ItnBc8xQa zx&;gLhlrev>nU{UE<4*uVjBNiQPj@*TLt?pm0-2~oVW{8vnKr|GO05o+jl3nJ&pM+ zcHceZPUr={4W~;|1RheyXB%)*gM*aeXAcn+Z64YuLG#!*c+u$$Qa*UzY%{zj z$=?%TaZr-vC}v#QUZ&@FDMR8xl}3bAi}CnDrpChqy8 z1yA2RNn~s=NKJ2@TtxQTnmqo;9g zJp9~?7QvMLtQcQjqPw^g-J-JfGn8t*T}?2e#-Yjle>`@NzK)G|63WsXM?lxX8HGCJ z^s+wi;ej~t7wBlwP{vYlowmUc5~U-`3zs2-M_Wt!<7CPUR<4~}o#+>@x58UXR2xx> z^KeOdRhe6%7x#%6TStGcI@6<_?K zFc!QW3r*u}(MLoW0vl>+{1tU|ZjcQCi4~4Xk|6QhgCl9={6S=tIuk=+ka%#^QRth^ zlg|5=i8pZi#OLe#N$F2W!)_7<#X*S!o(@Qor?54dy?GUS!Zr{zRz-+L}&LUI~>{Fdr_y!hZ$DIxOe0ahc6z0{X+?J+&cbWy3VUK5b+al*%q`KEafV-(sTpizz87yOBiXAuqQ?q(EVZzl!0D_!go+w`S2&c7*192+!^6=9Snj zt3wCgv#i+p1dCtS-H3@wm89E_#>)?W{sc?n=dHt@zI0Lhhp?sx7Ge|`-Uwh2%#)=| zr9gXg$8R`9Z(ONZSedEXSaD#=DS!bl;eGTFszTq+JOcr**Y5$NvZ5j_r&UmBK#D$U z9Wgj{QS?|x__uKLh$t5R5K0MiHqA(aiy_CpNE1X1A|3ImDlIo_GQIH6T@pexsRDkrt29lM}q^ ziN;LW@sTdO+hUd&^zrZ&6x|{%wu=v`fg=rIsAAZexX%Ly!ZJu}DJWpz3*iuB;S3bh zKi$C$oKQ<3GQ|SB=lEjdv z20hysVG{fufV%!%?+jbvE~tthRHmtL}xFho9Lp!^L&nYx)xLg}BH5D+DMwj_%VZ{@Eqt1_aX6$1bwq;mm) zsi&^4=^%agBq(lbIs%DqW1phP0nR(QvPGTW@-sV5YW>FIJy8=S!}^z`93SwlLY>AA z42T0S`s$85YD2s4*{UyeCxfu9;RJqUD|CgZcp8XqYJ589u?qIROs`$F$B(}Q?TY&P z`IB#=?>xod#^2ofTp3tC2uhUJuqLzfVI|9wA_H?LJ~Wdrk}l2F34N!u1ayL(iF%uY zH|Fi5J;kT`?j%QD{9XOw^w|HI{;A|WzD7hFS!4ahZCa;HZ@n9G92kKeu;m-Z-n!aa zG>Dgh6u)ukD_{f4J#|sK@KNGeui3ewnkIjNAj+5ACbpAJ1(%IeCg<*baSw>m=5jEu z$NW}8;rf7o@$>Y8tGYoFNwilwPbV!D@a?`_GgMObCpZYdIFyKfKOe`-q>w`xOtI zN)=_*HOvtl*qQheXl{+B)<*-svRg*TR4i};IB1S&(?L!F>%3^C+%?hLY)5ah{O}UU$HK-#7%Ap|4?V3}kEMko&g7qC@+G!=M|e_}SFfb7ThBI` z-rP@mDTLHK#fGBM8A_Sn-K~s(4J}azup{m%5GxS*1v=f^-diBRKLdv{B3Lm&<;TUqvbktX)%CnH{J_p;3O-%EhK~;;jx{ZBHoU04yR}@e=vTZ%HRv z2bJ}F8sh}q` zs@bftuL)^IN;H$D7sxg88q~j3u+w_UW7_{u@0a_G4y6Ts*yv;d78J)*ur_J=yxQmn z**a>Ln*(!zhd5aeBfiRMS)>V!%l(h%@eo-%?v0*0npg>%Wvt37GSjz?wK3$)Lw-a@ z$9ss|iL*~TL*!b}Q;0#@0A(4f5+u=Yk`zdjo{^F9nKju;a-nGeIhs2zl?4%TCT;Q8911RA zz?!BK{rVp-pOkq(^&XRAB4}l0fJ};CR~yK(d9xg#5E~FiQ zuMM1qO)Wq4)HPW}Y;g$?ZElTl&w54Vo2h9JuzXtCZpBFkA|3qpeTGC$=4%ODZ zG3tcbttlzSFELdhEw&LP5}~4qxhvtsT9xe@VCwQ-@$aD3WN#QnDF6}?NStCWGtzZ| zjZbu*5sPn5f9A_Zt=j`uX=iuVuhY5+^0w>-|pghn!71d;KJ!H!2-d+b-CTA^ln z#k!x85~6eNW)N?oG5i4Zim1)9(1m`ET}DafR2!~A*umjRr|gM>%`j-FGd#Yf^7-sU zJpJO>BQj~FekM=kp%%JRxKija9V4#yiThbg(bc<5akWyaP&NzG*yV|)1c{i0t|^Sk znnB(d0+nB4b^FnyRS-B1TJ8aGpPLRE5cq@mHk{e!#1F?A%K;=>5IBP3cgAFF_Cqso z$U)s1_3ni^{8hf(W{{U5^S3u`Jozj%u5MH=ix@A(OOYey#CQMcmFSpBu%>P5KuZm= z+5^C*9(uMwWLFc&(P0l&1;Cg{kvLUz5dT#A#4!A4`asH1uIt10-eW-~V#x@5s89jFy$=I1pBn6_}fVKi$NH!xVy~i!4FqQ0HfO_J4Pw6L&I) zfJcS9v*7!AEk@qzzGK=N(v8c+XS~3Vz!1yF+mLm&P)%kCUdTKNX26LPfVtEJXlr=S z=+;(3BYy!K1oh{K!nIc-$$QIr*?g2WFK!}DIO?6Qh{Sjo2g!WYyd*-`sD7LzNbkfE}#mMPj)BHC8f1B5;f@4iQF(Oaij`9+gAzh|0$^eWd*qITR@wjd?#`+j5Q z=whuIXYA8n?*msix9hY@>S4hqaPg7ZI)!1GMcQlKnJp|)eD|=lgnd^XOXO{PUzKX{BuBL9Tb3My$h=2l2iMdHf8`IH8`o z_%md*0ljqHPNisw2CC|VE&ZM7$ZK3Ay3nd)_LHjuD$+Zurcl+TO!7kEC#|3v^#zwj zOv?y9N(?``?mKLVwCM7lcM;jt*5dkQILptL!~Zv=G%`V!E$LCW#ywC_uJh_p=QbBC z41H3mx;50DNjb6eDnI6PMGg7DhTevjE^fJKi^7AjV7HQiAH;Y=-3*9T>jZK}55k)zPU5tDw~yl+#3VKbS)E*P0!GlqB_98S6;ETrebV3I6y#StXkd;W zn!!66D0Znf9}o5;ns$T&l%*_QiS7~hQH|j#hqB7ezmS50fJD%bkps5_VV%Vb#u~KN z8(tVc9G5BxW16x$u5#tRFy|*Ecp|0$@b`#7`CYCwC0e+aP$N|MC}ZdeJ4>UxxDKPdgqx3_dx zJqL=?5LF$w#Q#rYnY|@hQZjZmVLAw5krSQu?nIt|YNc-=6klW+-5 zvHN;R;Ckxwbx!;IH0z-gnh&>=J;hhaWtn3zK{FElu4(x|X;YUr>08lP^<+-!`|Q;A zjTbil<9)Y&rYHRh(-C*gt2g8t{i;-&9H`@@-_R<6bX7k|BuV#r$@3foK&i1S&+E!? zn6SDTd8^!({{WMO3ioLrjYQ(qjpipilVO`5BK)R3{YZ=T)$?WB+X?!yZ{N|&hlV9wf; z2w5r9&b?D&)tzIT!vAUkrlyoENE0qJe`x5(ebTMoZR}iy0wa{9yVx_?ZZOKjhuNR2 zK=eEOPYJ>4<46*V_;zPSedSvQzNJdk#3RRB5jTkxP5!*9uX`OiA|LRv(d`n|o5Unu zn%o?}60bRwJwmoJ%7}AaXc_rh{%=nONZ}LW-ghSJwR?B$`Fqw7)*Img_lq^iZSBrC@Et``d*NnKr?mA-5< z#}v9qe;5`rba#sKhpnS<_O;san(-7rx%q8VumXEwwu0Z7MU#1RbJGhmT-N*+`mo3G zT=k)C+|f|2b3);^{Y2{!TI$qPm)+K$=jC&*qU@HfdRK3?t6H~?Q*UIp9U4YmUnCkB z2_y2YLNY?*jhbgMi$w9dkVH)iGc&2g4!I#6cVi^xoIhz}Z21jtY~-+o_xaC~zYwA0 z<7>aJ1E3=p4D;D~Iv8>FL0-m@zB||&_sdEqeopopUo9E?#ejO;Fep$bPu?8gtZ@Q? zAc}W<*)b@YPROp(1OAb+()UQK_fKnH*`r!>yvt55ANhqJ#9(}*X$dya?b9_5Zph8h zX6Oiyp18AaR4+vxHn`GDCh5#cBlX5mgGX5Red0d=c?i7!vwbm}wrE8LWPhOGsBh{U z7AF^6Q1EGp3N}_jf}uO>XrUMK#Uv-0p5^k%3!dlL@SH)=gS@$F*tNVUor#Eb(>x|V+g^<|_DwuX1IxdRy7<)SsH--9L@ zKvNeg!AY`o9%1u^3XhEk2##BCe=r3YQr_6l$PtjRH0WA!T=cC|;#ar+ryL5|(9*U} zT^H{+sIelRr-?&BUwN-SYGXJh_DNqTzq%D$sqkocH$JsX^5@g1H!LhV%%VnfR?;>< za^-dxjb61A{qp1Wq(jZXz_W9fRCNG$dj5lT(H5a@#?G($anB@^(LF-GJjy&8>?Mu7 ziPZ3Uzq8VmmcP`F7SU(^DCxmxx_wu7K{0)Xs;Y>W;Teg%niqcy=;9H=OsmN+C~uBq z*2uex+b$s!>BQ~nLR5M_waX#+f=n+{X$l=T;Oq0zXbl#U@0*+B$K=s0`Zg^7;z7;9 zJ)*Yi)i>i9b*+$=H;f z9DKIm?*a+XHL!93kx4okay=W`nKkgyZhrp`F7MXg-(I0M1l9W<*B549*VjRh$1ZNI z!q*M{lv=#nOtps@Shh1mgpk41-qlzYVhJNay~5KLrm@59t7ez5mu&FS9m=jfPE2^Z z++ohC3it|>L1{6V-oa;743R_n^GDh$DkzcoWQpz`NHlI`%1AHl14Y#a-QKCsIUp7# z+UpQ{^b3gQa=qF$NISjhc2V9uX1u5-+RL z0bc`%qcuQs1pQD9%zvygs*Jg4Tmw*dp;@xVb1R!0}!~zlk z{Gv2ZS2n@o{sU5^K!yi_*csc&poRqqd-v7+iDk{Boy9KH`fxkD3H=$d{~YP}^iJ2% zpHX^JzKC=Rdv$Z}b=2s>3KCH<#C7@I)o#3Hf-Yoe*x#WvGIUh8%DfNkmh(VJ5i?_* z6oHpu=h^)69HH;8P5=^F-*S_LLI3&w?7`i;cOO1H1GCN>ck;hzSTWOA<=zmA*`_hy zhH8?SCQY-b&4G7Um6TLZpDzUAx8pu3inyowd!+K9^m&8Yt-oj()5y;5+}xZT1OMZX zuOIMXgUJaULRw#LbU)zBZ*E2{xdOO)SNiZvZe|fi+>Prp6&OkbjoH7)$jrV!$vE2K zEN9likS8)2nH_BeNftzwLB0a{q^$KA$4Y&ny(|P=h_?Oy0PD8jf~N;Q1u*>_|I|w4 zFi&)8Yh-0v$_Wxb8k<>kd}|Q@E2HB!o}_bFkpVGA$Hm#exTMm`hLtp{Vfe0E^K^L6 z0TOJ14Pz+FA$V3nPkp?b(w26V4ES?H2G}bt-?-od8Ug?K;mC~y=PM`+X!88)gY!Oo zNC61VvoWKoU$t|8b5pjl&b)tRK#M34I19^)r9KcD*WnHd%fjIVJY{Y$d#PKaBjN}iVpz9 z+#-)mJ1v+`aa`iXwO_SMvCm!Tb2J)lc;vHXWjuh`n{YPm?VE<4;Qd+IRJdq zkSGpPMeNuLJVh3gR6y8l>u1R)&r#@gJA~4>eiBAoTqPlbOF--i$3O_%&99vNmoKgS zY1>ql8q?!Ea0zKf{bqa01u^mQHIli6AF1YG$yTN7mYA6IHQ3ETDx^?kmPZ0f^*04@AmwNkbmbpK6ay=iW~FJnTB- zWOOtQ{)8c|Vk22I?MXy3_qMak$5t+(8uEf18-EOlpAH578}?A3a*zRRrcD{x?}ugV zaC1OnNkj|0r_12z4V9*nfhz`uJU=Xd3f69*KI~Dse`)UG|KYBsM1KA@u3X-xJ)mzi z<*^;zS=aqH{GP&YsndZ zM~o!o`7!>PK`BvlT|hiDMgI8$TY|6~kA_X>{rIa7K~6!H@Tr8XkbSd0{D6`+hNh@? zx6oIE2m`INt}K$>Eh%!k(H6pQmJP5?X0&vv(0?GOoTM{cnb@ASz*L>Vd)qw<-|b+; zNO+BhezQ)0z}YSZ-6kRzx3;kK&Fs_^Zqm<7e4rQY(D@4Fq!PNw$GN#7ovdF9LvmlA zAGFSA4eR&Zwd9elJ3OV=c{guvo^o&?qo(eB=_qXtlZ~vZiFcY#J6Jp9*IzV~bRIQc zwA|rP4jG}Hp3}f|zFwvhby394a9P$=!Isv#1UDls%#bqhL-4`DYl?>djOH9v-s=3O z&Q%AcpK5XXo&a==`)6FT_-toLtmrec)RR9_`JSw;dd1asx{C-yp7N5ogd*CKTYleu z@p@;j0AJn+H%ThJHur|xZ05TmgB+&}I493((uMIaO)&e5hr9}w$s{p(av}+h9BOcn z#do#1j8T74!D>0IZ8wSY?2*1ht{nZPF5f6js}yw70^ki8T~xko+P=DURYyaRS#oB& zB!Nx$7F(}U#hN&_t^DKC9o9tjS!xTe= zVFZ{%;9rD>fc}z&_)Bte_AQXIT*zv*^03=v8VDr8B6!Y7YPUXelvw9blFJOoRg*1Z z=wHVb=93WnI?ZT73SPbUqAJUfbmRX0O%0hpjfK;2=U#)lN=p888P*3$Jre&u0rizE{J0_DGVvb?>Fl9~wsd(|SlpJ=38Z z59TgGIkj;(y#FF*j&Q4R{}=-$d{sorPowlC4#@h_!W&guz~BF8V3)C z>o7S^*8dD$<-{&kq*AEq!`M7PHEbrm(ea{Ia=#C%g zR3uOxdOYv7_;#9i@(P)RwY5^11Z=f(;*>SYwCQxUkK>%JD7x<%vYn~iK|z5E3Ohz- zXw#^HCjENH!GczsUrMQ+@(4PJ)2u!q1+D;YQ6X?3HmefWN&U_1ew=NYwCqO z*Jz=u?1}1>k$NeNP;D{%V)x6-ft8STQ485$xp}X2g=@V;koWrTzws27UO{v5Np*xY zK0Z|`()^~MNmXhDi&{We{2F?2?0v&a2c&Rd;c(*wNCHNLsa!@&`--R9fl?Zu!qw;F zW7+aj?qV{xXGIq&uTN)Q_dtO}fhOz7ZFRvGvmSz0!B>Evv#mv+%2K3O7CFWBwO|Cj zd5YYlZ8|$@@L`^3T>p{W-+%SUm!O(99yDl!THvDC|T z6=pMqsIsx1Fc~VM8#)Y_9_ry!baFa;-u2GJ_o=Aoi=&*CDYLOc?%-IUjLAqMN!=+0 z;SkA36WmedR}h?MeU#OoBtW@{{I&C#_Z#IlLjXf44}%K(C56KZHRGYahYGqHNF?O} z!EEFdD<=>vG}B!Rs{8t^a@fDO@1VxSpCg(llMnpdIOY7;vMFh=KgF1ybCY0Hd#pk9 zU2SE(yq?b}+V6@qe*E1Y_S*jKu_g97(v*Ul2%g+ly1C`}KcLa#x_MN!08V@3bo1j*bRo4kZIfMhKtca}2WzJ?H)Hqq;i1 zE(^^fgYS54HvW%Cf2<&&`EldM7Kh{L7@M1b^_NXZ=Mgc-cXe$HA2nI1=rTXDQBuJY zJh(2X9semjdN_rPx9Uo%EAqTHd9pVkE;}9C%#clU0quX`<*4cyQdf^n?4aQGRf58L zLqdktkc76NE}|1Hg7vY%&25QK+(H}wk#)jb6F@|^@;1qQ{E$<*3+aG6 z0%ReCe*s%+`dLDPiRJej5NnYT{hlT0L&|@8mOk~RxQTWhX;pJ$Y*fwd!<2&WXqk|t zvl_z{GIM>JTLrglMQrz38Ae3kg4zJf$R7kY4$dqMUq?Bjqx^~kpcA7Pxc>dI)Tz6*fjQ!&=u6wFFt&O zG>wo>M~GJfR}77$8_(1}FwQNTbu$oK2EPN+MFQwreTWc)lv#HOH0tJ{v9PM31J;=e z8skE(4$9vI3WC-fQ?!l!a($gLX8j)M#yCndx+qbx`hzBeli>sYG@izP#E+JU`L9_) zG!iaWfPEc)alUOc3}W-GhNWopdM~i^WrA=YvLbS&7aV?No_)`R24xgRz(w6JfpNH- z4lzpulxk}O=>%m5ZpSnBhv(ZFEn8_ihbl#(ia(Z2D4t}_%;eu!tx{cn$8wnPT=g&Z z+7(LneXArdfq<#kNWGBXVOvljlMfUri<*Tu9_X@?F+8D91 zJi1daC8TG;oZ{Rt=F0%}k&u}t9elswxw&H3z*x8U=9S%_k###6Y`Y&`iN;V0sJ6h$ zH$SBW;9Kq%Qldwe#$d?>~^+H^^R)qX2m#`dQla{~3S9%Dc=385?t} z&HLg}yK!7msdtzTASqkReQf%ld0z0-$ZDYYE%P#;t=Q+CPW&94+!AP_{iV|u)L|cz zf9fc-q-_YBcZ78EWJNODx_5UrjxvfcSKAVO-dY3Y!C6~h9n@xh_0k6Q;b;Q= zx#2enf*cbgjP@p9)s1yh>c(^)ML|GuK8}yOLda2ZW7Pxu`=lydDCRj=P<{wj*6*}z zdD}yv+xb3(E*+SvQ*tnf57c&1KJRAva0{%NN>?5tiGY8UmcF0{G6ndKvr&` z^t^xPOrzYO@xVy<~mGO%D#;2O55(13Pp;%@&SCW85g&Br* zL+2wFfvaEeE+9wJ+wB)%dhz|yxLO7gYC}iFopj}*I&r-`G-XlVE;01d63@gDdKNs@ z>&G}{Am9r^VfPFTSrvJ^rPtdHP&7NSNrCk^H1;xaB&0Legl-`^oOu^tsF*`Z zI}3s!0TBO#@*?JkzRtf!=&iLibWI2V+USOgBn6`#ynWpuIXbV-Jlz0^eOhZcn+eGD zSTuzJC^Gez#@Epm9~es*+wTa*Vt$m5Y6Po{R*JKgt`q*NTV{?@AvERgK-B0JaQgfG-i)lqb@W)^g0qCqz zq=Sog$pf^n5WyOC0I_{PX6lD+u7O-tbb9K~#9UefaWz*5s>ZEn0aC2`twiK;yYTFO znVv=TJFTFj-(Tzf6vTPwM}L_AeXos!a?PrzfGj?T{CL=@G`GGFJIL0-2iOL<4ak{u zCqbeE^C*|kZ4T1uI@?zt8|-mF@O^IPH+1J8$PC>dO%z=&Dm{NNo94hIdZ?AuuYc5aPm*L#pk@4~U_m^*@P^SJEI6IIeqgQ96`!hh51+_#Ofl_tR zpKXVP(0OvC7JyaZ{42Js>cI@G0+x7ql{&JLCT-BAxq~uIBRBJyD*6I85P5l3!$X$^ z*yj$7b(>pn&u+AT)Ej#+Zt!a2DgibR`R7espZj50eAc!3N_FC?>)B7Ven~u6wqv^( zM*zrgfoS-Tj$XX~OwMTo4UN!Qg0YXFHo-PZ1rIDr5L$V@$|R(H z|EeI^Vcox9yVv)6QfOjqs!$7rp}*Qf2)SQr!>Uy%YPS;3?nm5o+*l0sUE3K@I2Jm! zXK;^SKGHfp~X8 zB7OgH(n4X+?Xfa53tNgSQb2mNx~|yZ9|aOm2I@RX6iUl_Km-K=C)5Gn0TYh>eeo~# z=wD4r>?TV5GoMkai_>&#DELu1FRNoMkz_3qDg*siI{>Y=YDdLv6B8bF@{;QEFUoW} zS#{RgOwZ3f0&?tBZ{Nj2QHbLG3WS(h zec4NH#zy|GqOCxfUM>04@6IUo$q5S+#^HbKFrm=4ESWR@;?&C=@^F2n0*|%7wD;z)hXU$yD zBbQ(WKpTCsV%!IrU!_ul^i{?|C=AsELHa*UC^#;pRE<@Y5gaM*{WN%6;G0NuH{?;` zcTz4NEoZuKoI$0h`VX!0hh-)`I&iDLureYYHe`wY?Loz0*;(|MTVYAiEZ{$OR;EuoD~vhhEX;ch2Lmv}YW!nwgTaQaZgpba}DN!2_`0tCUcdRJ4` z6)TBroljk??@E5EJ0c-MUU>+ant|o*5N#HLVg0(LCB3};HFcALx2vlZre)~iAk|i? zP#{KK!%>EcQT~nQZDDmip^O2}jm7-~-O@0+kE?cDk|`Tk_sc7POg`Gsm;CsU4W{lG z_6SuN>^WKu@ienMb3q53E!k~rucMvQG8>A`%Gmmz%r97d5Y5_vqkipp13v-DkY`Bp zhAFQ9Y-bP2??#C<29^2 zwcL*xyzD@PpkxJ<)FmqD&Kl^Kr~-K&=`C_4wGZy_YadTZSl^7SxN^5@j4S${I^BWE zW8Ref*X@Cwg)s(&UQw-e4lvh>=!Bn74Gr`$W&8`wM6tWk#4|IEW%iiuYy+;is+f-juvbeOcoph=3)n*taEX`EjD0fQCbO!bQoaV zh0d9u1Sn00Gcb#yH(oB!u1ZU=_0vH2PX(6#bNC7rv)FW;KAPJ}?DqxR`BQI;JAyt- zmumidpsekvlSujK)0!DA>1&%7YnYZn@Gam>n=<_oYyX9t4mWMPM*F@KczR)_Ym1)9 z@Kj`le5cD=azpo%Udm^wzVXgIUtQS!PO;;i5KQK4?0XWd5>83@;h4miQN&(kG!br5 zVQJPg+|VHneCZ$NHqYLLU3MKGzi{e9KS&n35tw%Vn z*IM%LtR8h6&syJI-3g>#(bSKr6ML!oYT9~w?S|Y)I6=0&^`YK>wE&XOfAwghtbJCc zLHAdGlNmQu3w}!L#p~Nx1Y4ghUJA2L5+QBwO4=CdqIn-S>LcKm_(FL^K?oB=4x#w_ zs}J9XI)&vAnyc6K7p$bQjc&!vW8I?)<7qP7mH$6xX)>6l@qWZGPT?XZ)o^}0qz@H( zqg*LDHij1JfLlO(^d=01G7q0rPkq<9~-E5%Is64f$e=Z(PfxEd_*z-~E z!Ul=qP~T#;t+Sw!{^!PNVFTHjFKzS<_2X>{`|%gIf#PmP%!8XlB{dG$f5hV1%z|H6 zPF^fKUn0NxYKd;3=ls*Gu@bYSVre^?gM~Y{cGS2w7nO^#LxgVSEPZzC=MCAIaDrR= zQK6Ci_5Zvl`^uaXx|ah+ul-Doq{3MY{(=8A8QwNaw0{!5_x z!l7(&B@0sod7e;9G3+pc86G$!JPi2HwQ2JFjk1hY*HtHWbf*dQ^OTd9o_TE-i|f;M z@rHQWn&|a{kcBAH*`>~Yz7_gRnBh^Ibjq54c*0=yaej}AP-?qfv~}mwsmqOy5osHe z7tRE?UbH_IR~d)}jz=Wb;j<9O6(_z7GV53d!GiI>tQmXG)@a_vv_iJ+?A! zG?ESb(}F_Jr^rF`0cmpOl?apsb=*udatP=Z7~1aNy;}{z%3w$bVf4ZNehciE0{-Rp zv#l7PpUm|$KsTADg!|5*8l&LDgF4U;OuAgA=Bh07Zl8Qy_WqsQ8Q~M?iBxQ9Q&!Tl z-5i@2_PUN^t=E#PjoVQ1MeT*OdW2fd+);wP_*H6~KrA@g1;( zS8B=-P!ruIm+vstqbxeqSuFDA!zP400#E1|>E9q@`y67f)VdydfV1@M7ne?<5VFGf zePwN~U2UQFx(i-Ee0Dcs5PA9PRYXLDeZxZV=b=}2O}KL4Z>ehbIc%Pf0;f16H^X{_ z3B#`C|Hwf@MV7TiS=O@<>3+@MTSi|dh3BtNo);FUTp;75)a8E{K>WyTWQvlf>9pWO zA5V3E&a?ZbQ>?O>P5}G%&d$kfUQoH=_k)u53ZRR-;53FJr%xZns+h2_Pi$+UpwX{qXnt(qT6Bxq3i;u zTLFMoM2Fr)rA~Q@3uB^KtasH)YiayyJ$ddkuM%_x{9#-$!v8-g^FF&YvK0R)280+* zz*zm7ire)n0x;#G)14h_gW^@%SdZlDYOk?t1;W8*GnOqXXG{!3ewh}S+y3ylD*nq6 zA9GdQ(olpr9p0lMUPx$NX3Bq?on4d9Zd@B6a236FFC<1rukLH>fWXns(_e(_H`d)B zqeS7mvzPL=L^IEu?`P9()4Hb_6424;+_}^Lxu-JyCZ34YWt%gO?O{>!@+RV&FGOVx z7DRM$TK^*s-^}xt_%u5!4e|%y(@Ec`^>aY4#NcmRUaOMULC~dj+SM1o6*MEeyE~z8 zA14=8Q(wPFY+id%TYrcvw0y9)y0dQ7bLbgY+wLwgb6kQvmc6>d-m~{HY@o%gNz}YtD`%ImBGmAtAOw1raC;PqG{>R*9yypMUR_n?1kZov>BI6v zNT<0?oO>AzL(3vx>gq#+W0y&L{4bCv^wCMy&;@@}f8fC}#kKDH!YkG=F|BuWmb<6! zt{|oUsdnb~W(iI?{O6|f?}I=Jir$5U17mGN#skvklQOE+EjiT<0T)N>YuM)2`mdK>#OMp z>wOT)IZ^VU61}~8Smw&+_l=D&khe2slOg%kuBICDW0|=%YWV5l=s%xjLue!P`Z1dGhHFk3F_`FD0;vzk1|5*^N_Fncl^d> zw&74_FCT4cDNTI&b9d-wf-)K`>vMfR@A0rD6LAiSlp5B>E#IJYEiz`D*3f^}#eE84DTwb;Z=UtRhOAPPH#8N3 zP7z8jk3ip62BZ?oG4Ss4ChTmuJ2^QlD+^?b^bKR&gZ^ZyOACmve+0Ta7eDqs^1*hS z(HLX#Er zWS`0tGczoXt2Zm<9?M4aV+ zL%%O8d{}SEG|NkR z!IAJ^wWZ5K62b6=txYyPjde+0#;DLMVx63U*`3bynUoF99rKD0VURWyRv+JVs5zMP zG|R_=5u<9i=uv>Y3?v4E%a&-BOSiAC&(vX*u*w2ItW$RF<&Biy7_dT(7d}yX$!NX? zAtnvX&oAM*v$T+7pLE#d@NFXAok3CBTsKsIQC&^B0=7)@o>j-@-5{MWfav&ec<`6_+tozDhR9UPsebBBIzKAdWr7=gL7Cxss zR%44q=!vh1JGC&Z(m+>5B1OATM3uPMjyeQddHM;@n_t+_<2h1j<7LhKD{=b>IPf3? z3p!@fsnewab0s19B%&Uo<3N)*?}0>Jj!4-K?VqEyK)4v{IS`HW31~ftbf5P5YG^8^ zcNRX{&ulc0yr9M8lKes%V|94>5t);@iv3=UZmz5LWA1UBGm-7O_i1-Z?7pL+Inr(c zov0=kfsMb2ib&SKh>BLpbd$?=;XR(k-zAA7S$Q{1j(bsOuP|i+sj!X-tyRDTCdZIVX~pY_rRfjpSbvw)0SrLPR4Jg56_~1;LIa5ESoEnEww+66&!>@~ZX>DnOV^2T!C>1d|%NqVCoa6+1 zAi-|i>8V&>ruVXdJ>b5y(ixvn1qhkIZLG#&g9s#28x|UQf#CHq>dQ`D{d&gkyDft( z`qyb){OK|!QLTI-PnGl7ub)EHGmxPCnn{20_R2tKihu-ju74h)j_uCkWm%Fl@6^55 zko1<_3;P|BPkZum0d=_+50=DF`&qeXa_eRwl|_Z&-b!DjIu<>XeNwwP35gxaVmNEP z9%5V2r>Y5O1C(IO!dMbTaAt%rPb1$Nr0=VV@b2cNuS~R8!g@@1zk20-#HDM+`PWGo z&BI#mBt9oB$WcEUrCYDd!g98^nvbBiD=R^r=S-w{U6u=AY^tD8m3&xYgsjL|0bG(0 zFXn_J>Ts!4_w$NpFs;un_dA?|M7BG(W^Kw*>izf|kQc4$X5`YjZ8W*6tQi&};ItQf z{x3XwL4Z)Ih-ycP^6U2`dMlsy&{gCUueB9f3n?bJ&BGHr!lON2K$X8Jg{{xpf&a$X zFs-~1p;!3vNsIVDDp^k_mC>a^eU@;#PN1mzImVa!3?FL7j*Kq58^HKL? z$3M0JF^PepD`3Si4EN7e4aTvXl9A+Ue2z(UcyE?-cWd_NmVnE~Sl5!1&Kg+0shnq* zD|{uSXUin6(?L6iCc-i$@N!DUh8`1b*N~0#BU-jrkFh<=X`^QP^ zJqn6FK^ybCdtyW(t1-;({TbuOt|#gt`uQ!Bp9gMC;^#NqFzRsWOjVy+Z&Q(QJWt{U zBzB=caqq1m;9raXV9CsMSKk|n7M9w*_o3x!s8EHeV){kyvh955E_7@+6m)Oj6R|UQ zBaoLIs1rldG8Q>@tgwt)CdhEM%oPtR=eWR1l==tTFnfU3FCFixhi^#s04Xxh1d(KR z(m7?WXQ(PQjugUF4T$ijQv}XlxcOMvQ$rg>FeG_|x*pQs_-^&|DLv#HUaM~qvkmxWLzD^kr%Nf51Ec4Z_P8Edn722N?#n_Dt%sy(owfczTyHO)M``T3i^j&YL=@;A4cm2B&1^1>yhhOh>ihy3 zxmB(r`h zIpt9wBz~p(nU_lXUp2Krp$WU#rwOyizeWUnd$L37o`3vqsr7{=Uyb4EbGtpXn53p* zO2R`@LI>o$n-V`=XrR1|y*)8JTc6CcO)?F+LTS{d{N|BZx4!%S?cG z+S?)2{iok?7_!#Lve(!ca+OTt4QR<&xL&_sIJN3-J$?z#mhUE*iXyX22^!B&;>FO^ z_PS_Py=5HXfAb#|HilB!z0n5QV0vz|;&&8*us>$&#^ZII>${>i@mPI>(U82UG1Dm8 zzVJ-}#TOe&|6JCILyrvSB+9X+KXy>h{A0CF4h1#2ucI&`F>YGgD51q?9Icf&?g#T}hLzyUR{G7*YE7iR|a6hImRxN<` zML0bJ%;#N$+Zsk8^J_0Np&)|Xa+$AlT2SaZYP~wrht-n#f|8koW`_UKDY_F?1xPMG zEe=mY+Zy2bpbGhF7wzco=C%eL(*AT&0jPw4WST3Qo*c)#s62%C_3Ef&IX6}nrJT~8 zZpu$~wh`sqi0qJ$z9_K{Nt{wYK2DS+8Uo(EMBT&Is|F}*{*J|vH-$>c4^d}<=?b_3 z@EJ9H1+qZXYT1ji@>`oOjjVCqfITN3Q#|tRWh8Ku_~_PVrJzM_Czjf8?Re>JA9AO& zPkb%FV)R1Sq%Dj>m#OC>yI?LHeBM6Q3Qu`W<|6MQ zU)Op)0y&eU-0k$k?u)_S$#`tmky`R&G116@LI??GM+umdLK99kl)7HfKcPT!E-T4c8+ zAyR_w(Amfa$e`DiUUIfKo$mEWqSmgO@xQ2#8x;AcZX4BQ=rjGZaB>%P4A5va7vSV@ zv~G58hVXW!IK;AxXCa54jYhpENmNa}9^vluOnD-&L~~P;EFQ~L#lAD7CrN@dIAz_U zl>h`qI=_P z_VLWOj`21`aSK|gn3gzDmtyNlao@freE-0(pV7>P^dymUzTh^RqtKC~+0*EHK1Xvc$?-_` zr$c|Aqx!wW*Fuhd;$mrUraL`;Hb@OQ=i|zCEqsdRInP<1=w`&FHKpQr+mdxWQ))lL zT5_YFlHbBpj3R9Q)5R|G!8zNkCfF~+G z!EE7EeDv4U`fEH{fH-^oSn9)bZJ+X-FxSM#05^ErkW!}=5Rlm3+g#>+-1)((LBeRL zr_A;k`JNgpm`l6uQd;tow_2{;`t(Q|>w(&-VK=`?knY3PiVa;_0=LTZYn$uqS6J~w zLqjMGofQ?FgeC*v!2Bh2>0%_aG`;`qX3T1gA}a!fUftUL0JJVdY=4~gajcll4L=!7L-i5D9@ezZ5r!y3^W+Nj}v`} z#|9|{{9qjd^9pmN!FBRSy#{uQG{id9Lm;!N2qs9N5Qd7RX;>_ct1OgNRaK1|HRW%TFiC(8 z)0NpdWQbKz#Smi;^5k`Df4|Pn=EL`!09&gD`Ch`-N!7jo}+ddyLrqP>;-IT;=*q*<1Nk-!JS`T-a;U*LmrNdu>%1dV=Q zX&%yV^#Vi;U7s0aT^5novyKiWRX=N{CF1+7WfKW5z zSQ9)B<^%FvcSmmmFOWNe0c;e%PT7_-LDNC(A!a#8T)11$OkAr2gd(^X0IHcO#YWwTZyxXMlep1u&7G8cVu6&H5s1|%bRbW0IrhS+)4)vmBl!rcLpiN<#&{utv; zsKP=M<-vBwtfC}FhXUNK5ul}k+R))qgqI`ekMjvAi19DVl<}&_O%N5!um^=!0g$kO zB?#y~4*)z05Kn;jVRYsib)wq9&_h%IJlD@RGr45 z!S)Tyr-gX9^JYXEkNuVXka%*%1vUfr^K@tQ3v`C8qLJLXeyI-&ehQgylb^r2AFH_7 zE?>7lvbY&TWZqn}ps<*}Iqvsh1Nr1Wzst_+mmrdrl5$B{n1YNfdwdm~t!oX|K^O!K z(8lk(F%Ve=`L;3c^Ozoh9HQD;{C)4n@^VLTS!#<(*U-=at0C5!SQq1HJ9o82Mo<6P6E3IXqM%dxP^_ljc!o?1dtN4(I@Q)&hDMQSC7fe$Ft>-7Q zekR^2TU*Yx2GTMzzYOuR-z|^W)S8sn4_n>4r&sunPg-N)B7GE3_bJ34;t>g=GA2 zm`7=DZkx*vL?sx02gL#k@7w-SXehxn4ybj7g@+T8lG21Jwzjsygt51`PtFrgiyZs{ zZDh+kcOZEckdiurT~O>(B2Zlw6%{p+U_*q9-3nga57H;e><)aCwFj#I2@#ammRZKM!_6C%bPF zjA3A)A|m=`W-{yR>!ZY3<{=9O!Y7!afu{#p4QztOs95T`BVB9T#B=e_`kR`g3Y~7AULt}ryOp5MyXPub^AVV z9UUF1aZpkV(GnZ+dqOPL4Vv7#HMrmc_W^}M@wM*ldHDGqgJn=ian zeDL5GfO;je29%B<<3Z?AHyUXWz_nL4 z=`5_Rfhf2|Uf;yT1SvVVL&E2o1ybu1zvSoUV&{{qd;urkx!x3p*EAF--N!N@oX$Xfg_F>fOFtaaqBPe)_0jG755Xvm-xn z(g=zzE8|!F4Ej^N>GL5CCgo?DnXLqAiSQ}u=~W0|=j<17#rFT%LeGTILq3Z)6;2}} z-T(0etTcJ2Rv}|kP*BLq%EG9;B@A2FfKqu^R~IMjMaw(+Pu^Q!)aD7;18Sx<&MFqK zME9eujSUC+(2|nXw)?6&`qhb<2vb?itnHorp%|Eu@NST#@x_Zi3*lM=WAIp>ngXNB zBJE-w?i=>@XdQ0ju~!d+$mpYzON;hTK^{29aC1doMVx1JdBU%Phg)~Cth`btox13kYKcb;xMKR-YD?)mxoHU;qL z3L;~OnMbscm_@ zBMB!LSD1}b;kz`of>u*dqGKfK@}9M@g$)^cN-$-&wzlMRhQ`M|O-Ao3 ztE+r2Tv%8be5TRE))bVKk3g@Wkh9jo8!Tf)L=w6_qtC%8&|pTv;QPjV9v+^AtL(s+ zU<-n^7<{$3sKT!hL1)I>`*}jbbxX^99quHR{F4|+O}+QA?T^)@Zt!b_hXGo*Wc0!Q zw+`<@MqBXQ1;jAumzF}4pH+=R1Rgv*ww5UhdBfnB>9oD59;T>mVxsZK%cdqU3Q@PO zB}Vv>b2gz6h~`H<7NEvyE=cPm;}>@L>ohU3&%sX5RnT5ynRxKKSgGd+E{K79!SO+cW0loQuqmJ}u`0wK=JtAvNy3wLD+ XZUugPqq!RnKOvN_XegG+n?C$MnCE=n literal 0 HcmV?d00001 diff --git a/tex/gfx/placeholder/DistMeasMean.png b/tex/gfx/placeholder/DistMeasMean.png new file mode 100644 index 0000000000000000000000000000000000000000..8ed5546e25dee9a7aa6706d0932de4c5fb965fb7 GIT binary patch literal 38607 zcma%j1yq#X_wJw~3JMYeN{B;)Gz!w_5K2jjw6t`08VExp-H1|B(j_2BN+TgHoq}}3 z-J}2i|Nhop>)v%|eII@w&b;q=&)H}1XFtz#2K_`{>MHI{Tm%Af^^r7634u7b2>;q$ zItRbG(Udj~e_XbaR<}nW$cQliVwt4$!MhMR4v*v{aAvVcagk&+bCJ97D>?^>XAa8N z#tzPUc18#}aTQtd2X|;xUKr8H={dYmv$iw0zeDrL%79(y**H18ABlPYLpviq2UBY+ z8WmGZBLp`$+haW|Hf~OCP8u#Q0UllfZf;sl9T*-B;t@(*#U*id+*ONY=M3l1o^#C6 zV-lhFJy%eV>6^|g*K@cUGG|FUFlDGefBR^WkN4&GzK%Dj&y8Pc#qc?DQFwolkwHa5 zJtT+XuP&usy7T$-@o8*)Sxv04di2m1!L9w_?v5|cPUI6uaeE%~qEu8=7hsG%RDY@j z;72sCnh>wp823w;I5e|pmXozf?Kp)FOG-vVi3tgUcC*sg9|*Yop($3pb?er3QobuP zG3-%4x6IZ^qeSt0_?JT8&G;omM>jhp+%=DuM@G?kK6@oVL`)oaa&WxW&AOIdT%5Lz zKF4TiG^M0i?y%5BrK>xct(>V-<5rqufaO7n=((TB#ETshP-4{_bi?9-9ICLe@ZjJ8 z#p`vvf7g8Q^KW^1`LUscc8)qq5szmEx6ct0R#sQ@Om@Swf9!v?&yT1QjPgFIjBrlt zsn582g@`PVg4?h)?DoT-XGM=Xe6Y@YczVvU(G#J)j((R%M@NU#O2x;+EC?-se`x>kx`Sd3tZ}8(}IArTxO{@83yDN!N3O+mmC+J`4Dz2!xMS+GiFODb-IkN@fMqYH4U|k6YKB z%uh|}85?I9({WE~WcsDYM~*0NI@Ny1A!<3VIy@s+N=!JKm!EGn+Zrw@d3Ly!`D-X; zU}-(W%rAXfjooPmW!hr`U)fsT%j zNmrtt;00{#xP*k_l+;qpYv(l%L9Ck0-HMZ!Gg6G??vofTqp}{S4pP&EZ$B)uv#D*p& zJQQwgl?y+Oii?WI#>N`GjVLK8?^#deW`{l;c6R>rs~(p0acJ^&dT!gcWTZt+DG#8#?g=E<#o!fsN93lw+g3K1RGSdY%6VN-iC$}R7b_} zm^@WcVY-fJpOHEU_7J<4mYS1f{ZR1cehE$)vR$ zR-cLPbSoCHk!1xT2!svvsfxUBKkcm~VC~gLxg^4<9}p zrWqDtXJ@ydb*E&YqqCV*WI;(&;?srTu*A&dJ**)nJi0jSAeESz$#`@`@A<~&Y<#w; z{CXmjA$209GyWb;WnyO)9vypC1`TF8E+)LIuB@b|qoZSFba!(r@*|5d_dY#X;4$ek z)Y$hp?StrL*JinPNkBm0)$7-ByP3&uEP{f9jEpAj(QK>Jb;p}{#kY-!$udlwoOY+a z`89c;`CYm3E;@R5XGpiYy1IDOD0;lilH!NHx%tt-LdwGI?B~e^YPZGrM|{`af#I*Ql>YJ|D!5myQj&!%3uSJ+6cxGy-x3}J_ zx)b&TnfF|jT5Pkw|D|-K-dV}D@bvWby1FxE1>v1~oLj9|l;&u)h8unTA@XBGX_3fR zmdCrJ)|FCezw&H_?zDgZ9(yLT`_rJqsX(jpf&NdfAU|q1fB$_Ck%${MV~V&)l>@P9 zmsC5^iT?Y9=sIy@S()kcMlBR1bnN}Z>kKh9dB0G%YfRS!{oKQ}x{SxMiO95-!zw;Y zoe?Vt_5S?XT2}0L1bY?6u334mI@brgk@?Q>T87XN|JGF=hzo4MzabsRrOZ~}s&7TH5 z*>)L@8oJuc$eY}Tm)y%4G4pyf)#8<6EL8@1s*!yhHn@a!S&3-N0ojZ~HLHuh>*bw|Qwn9%TZ&@!V z`v2r>UDztnt?ROy%PXJI9~qvaZ$bx7Ps)Y3YfhjaxcwNz#B$u3liR%&(y)rf_*ad- zR2F09)+sL4`+Vf{drv1geE46Ag(W3X5fawtN6Xbj$!RraiaoDm9vL1k42CK+y`iF} zR*V&RhOJ-D>Q%JH`+S#A*&`6912T`n$Z)|vccJ&?Mm!FP{o~`~*j;%kEpjN3cx3Ej z#U`QKYQ&Br_-pGSR5;P(din};RG-#dFYbLSsH%#ujPCZTQ-CZe;Nt4aOmX=rGu`{_ zbW=a#Q8p&DAPqeIGCnz(Vj3C{FinkqRo;B^IVd1NUnACBtmCDgiAhWDZ6>Cy4<8Ip z4tHcz@-)j?NWOco4oD=)~WZp&j07Z9taky^#%Dn+vK>D=2t0-Le~Nf-LlLn#(DaFYcJ@XjBKm+}s??g*&wpNPY9cwaGdTYr=5p{=UA3;W>h697rPULUK*tICyjX!_FZX{f=q@3z&4xwT_)h%1x z>`D@3K_NE=BL(i9KX)#6Y%amNR=vz(xX_@*zqO@Bisl+7P2XtSKU^t@>sn1=O>c+@ zc`|n%T|t%gDQPWIm=JAHpvu*V=aZ((6E%O*Y6C3I8hj_TI_7!?NBqw!Km; zlcTP`zP`l9BjxnVfU;a-`a?)q7!pnQ>=IG=S@w<4SEYp}d`ml=y2Pw3EGn0t&Fx>8 zO8?5!EwuGRLDX`%i2m+fRVI?6-+-zj801*)+@a*sfAgxTbbF2D3*nl(4i>wgu8ob2 zq~t|HBSXXeqoalSd7^NL(jz}*U+Idm(HKuyPLzt=#- z3zJ7ScrG|pUBBCH?1s&=u#87bOS@YggX+@J(&{)BvYke`nqNbs>g($}I20@_R%_h% zxOsTg@-&RBt-Bq1CbYeZ{$zbWon@H;GC;~~SO54quQ-J_!k zaY>6EaXhxRwz4zt=w*KLr9Yrsbw;^vFI-Z)M}#iVSk-Hj-KQhLRV&cxEP)+WxQBJJ z?tNz9b?MTjCu~AXmsCZ<{6}AYI$e@iCyE$2g&^o4@DS1UppnA9DSD^0++IZ_VTpo{ z-OaEo@qPzEir1m3rY6PcX&Yk-r>JbQP~3rjBfeIkcjm##-eeq>q)5uye1bK19UC%S z+M{2MFEJ@8&b;LJ@841(lzOAit3L~0^rpqek~7eaU+55F39U&KM?u-lba~D_{>9aP z?t7H|LRXTo`@PVXt&I(IP|)$|(fYS<-{SD)ttOS#D zrInUO%>Yz@jQV^9htG1P@tDSI&rcw{^@FHX#bG#;&qpYDC+Gs-H5(%ia*}A3k{hr?^|>X#0o4%F4>{ zg*pH(_iNY3Dz`S(FQ_Sl{FafCadNa*cd|R`zPswWl2;zP zFuBa|eD~fsRP@@z<(!t#TcS3sO zEXTpYfnM2QkwS)^Qcf*PrSy&FI#cS_#a$dVrHWBwQyF`}k zpZGx(tiDMIB4(6#aB%2|zZ+=Db?=@rkw=-BCqSZ(>F*P&bf>8raiQH&`O##TE)dNH z=iaxU|BPpM`PsyI_u#19dTZQ=VuTidv+X*E& z;*s0-a@@Xs8yg#YTKA*>i|xf;M)}0&bqGSj&=whK>1!!!;WymJs+~F91=F7}m6Vo_ z7a8HX8}bZ9Rzc6S3%jOnXHb)Z*m)8cHPP7A0lJL~uI8KODgTYaC)yY&9iH<=riF-Yp$Q1epjKj+p_^!|m|l z%)C4{KE9ZinMYddUtm-F;*lM0FY&l-zetK={Z31SX4m=RvNFhqgM;JRE&4<5D>MkO zpP}`gX%1F)VuhRslL{Avva&hh%PtyXK9mnR;zwVfUBjEpn`;ceiWcUk?DlOl<>|PW zx(V~W=$0v?1ulj5AN?Kw(u`bTAQ{I~RaI9vH?!k|SCo5YUxEpnPrq5I(s*(f*a!Vw+-^E0HeCCA&%93on#>j3uOB*O_$HXB zwe%fslyFAj!mZkNz_Sx834%$$e&WHkXe^-QU18;h!(A5Av4XP*nO znf2x*{W$-=89wxjLsl`cu!c53W1IBvu#jmPGT7<2XAU_+m(C=EzKFbfN3LTY#s1;k z`#u(n6(x>I|KTr-#S8ckfgd&%=6%H!N=kv>pTmYP`AYyH}fF zXu;Rj=UL2da6Zm~YuavaO&daWdD#rI83#wf$jHbCsZdB`8;3h9(B|LX6M^Ns+3%2@ zinQ}Oo8!7Sfj7HD7};17X`=3)adR|y$jE{wl$|JMe}8{@dAX;j2LM$DG&?$%FI{T= z{vG$yCGz`rbS;?6#5WjaL?0HvM2hTz$ zfHaTdHSQo^^W?qco$nLYaBf>jR#7GeThEj9P20*3rR3pflp$%PH3N6IDh!Q`u9J{l z0Ym{*-SRdp$}fKzMVZX>3M1!)Qc@b5K5Vp%mDL)|o~4Dw^z?N9(zkb~6G1qS5K=}O zv7ztN(jLsLsKn`DKXfAv{r7VUn^yLjymL;_kg+Opc&@GoM1}eR1Jdkf)t=6I#n(Y1 zzTUX!2vm$^`JReWKe2#hu&LAMIQ=dzuJRw9l_cm44a27~Da!mKpYMr@iB-L3svp$q z!;+i+{WRdL=iF+KyDu{6{bOkJ&_AAK8LuJuC`gS{S;kIrZu&gm)`PL6{k2dDX_ms6BY_N&xdgfu@u9XjFf@)EZ^x0pIeMnZSr-=c}9K zsloi>cQq8W*2b&JZr$oW{xf1;@aT(x?Q|n#Si7YUzxlBcUlBGOW{N^}S}O8OYqwbA z(nx=!a9R4?rZ;CoMa#;{h;Y3@+l`Hl zrEMo8c26<&Tb|p!)$6sR6BDP6#0poa1WKS9u(F!NU1nNBF%Z$h(h|K0>w-q3ai0=h zyXFHastTK3f{m%^E~3h%6}dP8_d_C)&A}AT01F|LQ}f&WY7M8|TN}qCAmF%j$75$e zEzSzSFO|2ssp)MbWB`0F5fKsXL)fMQEkeBE{udb&BVtN93FJry6IbT!HN*#}lm0{~ zTW@^{V=N_S&%!|mVjaSqAZcl}wY2Q)>>68SWMySVfVx&M21>w4yV@xakM;thC-Ps~ zyE7(4^`RJY$6eKavJ0DRlokvb-&Z2MKUn>F`>NISwe9)vo1>r0$Biv2Z~l{ zQPDfEyWHG%KpjKxQAKbCAy#bmqr5-ET2ZUN!N}`=tn31oM^IArdEyR?u%uSCc{j3ns!3Y(Eg8y+>qu=>|qtxFduYu(CkA8O4C77o@Nt0 z{`0!Ct_E7ks?j<~aNkO^<}7FkcQ)_mJ%2h@Pl1~uWEQA2wuY_y{c2cVo~5>S5~@8{ zy*M@n8dQ6Gd+c-KYHuzgQlYwFs#zsTDO0j8e(|)EE<98i#I%NnhN2>&W;?gV&(Hn+ zb!JNnDI$3;efJTF6P4@bN;XS4I}0%nnXSs-%1B&X1d@dztuuko*^veYQ%_QQX+4sa z-OTh3K3Qa=lSV-GQOozf(&Sc+DrP$Ni;Hn4$s3!S-&Hw0k8{{3)mV!-R9=z zHaAPEsSRCced^#Cgg_*gWLiG)aP^PV?W*W@k#Vl1?UZGc zL}ag=y2mULM#(Ph8(-4%{{99*ba6H zCroY%5C`Su&T3Lvh}4o#6;bze@ZxVp33op}85RpqO@ji1ZT{T2NkTF3cKr?jnjR^r zqld@aB6tlSb%|1RHj{LFXEZX-!bw=ZO2V9JS7LT&mah34?trbf;(-nj!( zeB1zypGsOJrQ||%>`?xtmbdzX4+Z?Y`AuxM*z9ATU>8rPk(5i-rz7F|v_#+7*yiGp zGpD%ltjtyluQ7OMTf*{?)V}=k^f$Iw?|w#~a%b4-rIM86Jebz^QBqchxLtrC16>Lo zv%5C#4ox?(MH=ergo?oQKYsl9#fwGA4D7u;%*@%Tsn0v(?>_XyH=^Lss`%`_w^mfd z{Zj0?rRDFXrAmuoZVCztv{8XhO_lTd1nfxQH5UOq+_-BNNjgD~AWt3HW_vx;U3g~6 z+&vp7Sfbe`;s;|fc@P|kCE&hmp|3v;4cXdQCGAEZ=uUv;ffkHC)2Xzh=i=HpJ6%8f zsP--;B_%fYnYw!0aXD4Etm$w(?Ji%-4um#v_=U9G5La(xRy^p#$qb<>%|v zdQ@f%mO-OFJ3E`2np*9=P7MqSG$%kK2)q1w4yq6Ix0-5dEe_Q-Qx9xx{y-v^k&y|d zyl)5KePgDjK%;ayRP?k*g%0sNES~+kwCo=aCN$R?kB-}S(lQdhC0Dia=1Xo^a6?GC zuy^70#9Nh7AzAj(qqzI_#!5;=_QB|>l@*E`H`KMYsmS(*iZ!9N-|l%xK+nj?6Z*dF z^Jo8{phRw?fDUmg1mY8W}*tuMUw_;SM4wzCUA6kST3FyeXtHv&AD^u8gq1vJ7RBZo1I6{ z$h*Dr7Jn3!J>!9%g1WD^Y2E*xq}=bDe_%aaDKs<`2xnI)NCR4`^70|j4ZXQc{86{4 zs7Ry85M5l%Ll_kkQ(jWy;^LxJ>*3n=j-JQ3baY>UF+%l^j0o7zcfjtsc;P}21)uy}-gzIah*;YYe~s@vO(~B^T>cEc+X!JY z!+IM+6cZm0!e;F1>gxQwG1AV#0n#NI8HdiDUbfq}^`N*rIy!oYc=u;10<(~xlfxd+ z{2_z&aC9<{i!6xr&NB?&p%QSAo>mPRexIIh1UNf$Jhn8LN-(-j!@sq$(GUb5Xd*B@ zH)NkM2I2a;MjOC~>90$}-zTSuV^@(6RJiZur=;jgN;U(7@gXhkY3?&Upj2&VFxtk3 z6(J!ZB=S(9O=&~J+3BW04&B;g5Q=r{ytHu$Z{FK|)jLt+POrm#_bxq>At93H+9m%N z(6OL+T{mZeI0BTTIe$pTrV$w#i9!M7yp7zryyE|&(Vq~dqN$m4N`Zy=rd;ZozR%W! z>Q_o;))_CV&f<2U4AA&>t4dmHdS(U+D@azNXUAJ#zkcPLaG8PK*VWafuC9&|j(%iT zRPY0wI^N%a+j&p<$}yt5{@V*c*6{6H#JhKI9=z`mR2NeRR0?7pbkkANA{fx+e?rm- zM3XhBL9#fyy1K|iV5QQlfpc>Lf*Xf`nlA1ALq8BRKvxTNe(~Z34U&h4C%EPYf|I0l zNz>vBDHAmi&Ks{gsu@IjWMH_kg8?)BY{x+v>gf@Zkf2bR3TKYjBjT(Kn*y#|+;Vo_ zgPcZ6Ms@~Vp1`HP&%>jmElo`W0|Q1TCV}M&3HLht`?mu*YM-058c_F&X(Rb7zpa4?QBdJ68rUNRj#fM z{LQUy(G?o$*9+_G97)2@o;~yUQ;(yns!A&v1lYpS%xpPdyIRL%LjtA^Byvb_u}jAK z`p~2{%xrwAsR7^yi|-AD#p2>3A+024`6VO@cUUoz930%~eRebnJm1+y%Pl~y@IPlj z(;s#4bT4j?pYxe8c&kZgoESlF#hhb~|6uyuSw`UW7|h&bK5pMM$o02@Q&mw_9VpNh zMbEyCyZ0OVkz`Tbwey`Xt6@8)2)QavD|L-p*I61EZ1qarvYhx5XPGGEYWLv5Iptps zvHZ5vFywt$dlN&$kLl@L!TI_55a(D}SQh2CAHGe5&INc?XbpsZOfM{y+b_to)v_WM z-^N}(P2#aGWb3dA-0wtH2eQy+zGon#bL{M>gn$H==G)t=2F)sf@r7N{&Dw` zJ&`mvkd|7y>N&b5CUlHn{w^{C9Hi+4TC%S9$v}U-s)m4w#R!~P&w6vgD z0j+=UxlfSw1I$khey2&<4rd3W=-;Fr%%W_`24YwiEfHua}yJ}6Lh zD}!1YzHx^VSY%{m=xET!I~zwLwpWHi+ff`s)Yd>x#cOEBu(GoL*cSjLg11&aYUwZa z@s9v`ahJR|IAz2-s+415^VhnrnAf-N=()HZ+RerFXlMLMjnj{Jw?uCKp~P;yezI7k=Fg({w&!Y9HwHxUSOMBD&d^xD}NWtjH|_OoVT&m1eg;^=(* z3l32gP&3~pEG#S~WqocgDlF`)*7bMIBm&@p3AD`4%>})skv3FldTlNLH4PR*Z1f}J z{?OSJsUh2;kWziJ!&{Eo2geh%!zvag8ZCmES*Wu7NHyJ$mhCtHyT3ATf07w?fKU zp;~)vwlOLyDnij){gD~Ey?O^QtlT4oKODKtB$ruERmbhLLf>kJl`iJx$K6-Mf>>2h z=axVX53x$3m1SF%C9U7e_@&drsjx%Ny`6HE{6nq@(rH^ZgrK%powe7pVU z8^H&y%c&-2RVqDCwQq~eP!g6N>qgIIbxyOnagV*ql{mX?%Oz&goeXV_5KJR@hZuBD zWl=DK$Fj1J4rn7PwEkk=-tKM%0b8I`Cc#yP@dP!d=jHt#P}7x@mxo3-S-|nrKg>%& zEmQ$Y5I}QR7Z*;?Sog+{z#;=xx)_I<3U`AX7a18>2100MOf*R|wR`+R)GtEJ|Cc*3_YVOOxzc z6@OL=>a5`2fP0qxun^-R+ZWEDrxCKp@uaX4AM6XJvE_QES!PjKTnzXXB;b(voRLBU z9KxETwdy_&Hr-kwNaZv%Vu$JAYLG;sfXTe0^W|A5bWehx*+AO$LCkQ0{X2kr4MnK=85_d;vayGpZa9F&+a? zOP5ncf9PUL_OzVFd?^HY3g+X{$#HPlU`p7*=A3e-{O_THlgbR1cw;VeFcp&AkU%t$Hwl|M2gYS zqyZQw?gf|0`edE=(XM6Oif+jZMJ1(oF75C)z7O7ixv!1*`uQ$+f3yzY|5%QOE}142 zODA+>Sx5{bkAf(M8l;@})|0jG-@hkn^8;p#@B}beUm(UT^M8e9B-Y13oB6-kT^){h z$3gU1O2g0(dH+V-!|6WSpZ^z7m6e-IVlC>ny%@!+mLZqWtR(|m+6|mipSu)^-w*QL@m1L=XDB4yO%87F|X;X+7jx#4>M zeW4}s@B+cJmHO$E8K7GbBjx4f#!JnI0L?9~te9I`o&eb483%l*q@)C81jvf#&wl~q zLO{uXjfzSbq;G&vSy@>Cy$e?WpXOy{0n`3*ZGr-^cy;OWDOwuZ)Mp0V`J~n!V44J`TI6t%c3y<08CHjwh$!|PS#u+r*!y^+rF_y$ z5Qud)wqR2SN5^0^Iy}~MZFwLE)hOahh;YNdPkh`GE6}yRiAfF@&jTwM5Ey7M|10LX zwKYfaSEu2>*rghPbV1#znVFe@)fhkUGfP&0$w99mM5BO!gT}?m%If^ZD`9K*;JHFV z@OLJ$5e|ZzZ#CTxj#pUhw>SEL@pU98DFJXrv5HEaSkNoWxJbA*|bD%tsQ~%{g*dg|v4sQ`OQ_)3L^EAI1*;_TPP@7@cA_?Gh`iPHtzOmJq z#02oIv409m%-C6m=@Z71{QCxOlSFeS{Fn;qNbe8wIN#V>HQX-!9dH1MP)j!!K*+Hy z^_^#DZKC*K|F~2b6Uhr-(~%D&phHYZ$Vq+p?AcE+aa81fDl3bgAx;)OS_N-q5n#ed zWq-u;YqN5HIE2UEdC%zRv_^~sUQm|_ebw01lL+nsE-poJKOY|-p#LEzyHZ3&85o*d zTKw82K}h#n8@mq!5tjPL4{`fx0*M>IC%N!quMGvGyb1Im@Bcw7YuSaTrKN$T&s6jo zVlf|<3HXdshsiq=4Ohxv6jWiW%MiS2OqU`?qd>=e%+@zD@@aGaV|lvEN`S5^B^r21 zG-}M?JYo&NG`(>mV0~Gtg+M+tM_31$ZUC}C#+q4MtM!O8kxVOulwta@?~%+5Fz)7N zXubo3f(*BO)O0-^Ar+!{Vb9jTKKqn;1eI4Z_$D}F3?VF`TmAjpb7NY9odWj?=5@SQ zy$&?GF&KCB^@)gx9-x4_qT+oK2KMEssDY#PI*wXQ72XA}0x&Iwg=iB_T%=z4UH!&O zA}Q8DOa1G}CxfZFW)eeUIRuzh`y40eN!b_;eJ z6sP3-_L6&3I~TyWkiu>B7zk$%509r$2Z1M=bYHIl7b|x`Ef5yaw4q8YhKsVYn2-UX zq25dBG2s2&hdK}3dkwUyfEAL!j*@TKPMz4?B4_&Uk2$8F}7<6hWx?_%ZI*B(&#X z+eET3GwW%@>c<0R#dAg_>h%TqKvmW2)o+6-_=tKT*^Qdg5sfY{Eph>=O9_Kw z{=Os!b8prhessg%4a%#o4!C*qCde|-^c&W?K?4NB5LjEyhVr##+riDn0}d8gO@`t@ z7NE;g>7I^i_7VYMi)JP!fp&|9l~uFYI2eSdQF0JTsi?qVUh|?Cxg_yeMuy_%%|^{w zBPguhMuA{*p`r0P82swFb^FtS0Nm}-#0UX;`&Zs^-`ILvO1Yi!nl;3v(Ct8yPI#Z4 z073!3KS0Pw&P;di&>`n>u?-e`-cwUkL&TkX`E_heD`zUMI#*@c+PnPe)2EUsP?t%q zOFn=8Tv%A?aZuDD;Uc61tuRD5)INAhpnziwDMRkux#RN1oBc7cDT4g`(%X9ZJ0#by z6Dk6e02!ZNpnq`C4vo^+oEAOr6Aw8>p=jQUxq38FOGUkEFoG9X9WShlCYiT5l=z!tmFOkoWo z2M-eYK&J5E=tv=!Q#`G=t?kiXIKqcNj;E_M(&Rg()#Xj{U;U%9uQjCx&t0LKy8v!B zKmoY5r_ij~11uGEUfTwsY-@Wv4cygm2hqJTd&o>xmy7%sN6R?~qaq{y`N~R52Zn~+ zU0omT!9j${p#t6YrKPx-7!!T{23|=iDRbH~;2Eyjadb1UK@m=gkFT;CuNp2kf&S?dpsXhq4oiJetb%o~ zzR?Lx&#Lwz2!XoI22=%fH9j7m!Pzk*14CJPxx3rx3hLXHuUa*3QU1o=$(>FNY2d1Q z=Vo8k$_w}t8gUSO_9ne22M41~g#akocMFqIQ;WE68U{->Xz~BZ4G6#uE>JddyMAR! zUFhG>zWNd?T~iWD#tl{jE$5Dk$^)y1-e&um!pGHuTiSWqwV!fzcRN#Oz*B-k1*NsVi11?>nPq?IS3&ZMWL6g0|Mgn@^~Dq5Gyy?l=s`R@s9ZNg-&CGUx7ETLfcg$EiSX2LvGyH{i6xG@)R>2CB*4zBn^8Gdp_;o(Dub`DCF- zD6kIxaIt`n5n~{MMTX-e(B;O06~C&YVs>s0j%`?f^}(tNx`24b&A4yO#}?Dpq)TW27wOnQM*8dCp#8FFvYH#th=}5}g;+4b=G^hkp{7>9_a_j&}hW z3;YFzuv-a=Y7HLSKkL({Pl40i9zZecE$bN(anMg~xBy$(^XQ594bJBX`+~R&<5K5( zBA^?|>Q->>`a<8!ZeKyqB4xlw{Qf4{Y;T~9LSfhaoj zHPXJZkM^w^VpuiOT0z0VQlZo*P~a&=y|lh0#Ys4WcSM_n3?UXe=#VW28g9q{Tl`Jv zRnG-1HKikw0RVu(W{QXB4n7*dDD)(_7$Q^pG04m^ z;NKV+Ll%)PM%L1?hYIgL`v+=5s03q4X=y)z7^Rx?)Y0-ed{Eg_M}QDWlS!py(=n4T ze<^;Wuogstl;yxMT;f+69ub-Ak9=4J;5xxyyS_QsK0iMX(bf3c7=fq?z}z{jkbi7M zdGmC3aVGsyclD>@`-W^^!)t>oKD+HK({p*V!feE5Em9b$10Hy+5137cpqzg=KAQ({ z5O&3n>P88^k122h5RqGUa%(%ZE7A%?>VNr*DV>pl-38@y2o-GGtl8W%5GPfWH8im$ zr3}S~!NX$e!dw{r(-oMCYlPk-L`yLj=nHE+QNz8iqEy~W+hV&JH`u{zd#kq<_c@Alg74_FX zhD-y2{s>xhcFWsxm~IZs@fSwfJysn-ZWW@^G6JGEWtWx#@l2k9xx;U>Iz zF#!mK8?q^#4MmsBY>~sp>#WY)OP%zgQKb^5a0VkiZ=(WaH2tAdWVNpFHE@I}>A8q$ zHH1T^`$&<~e8;)a^T02O{{B+tNBS#pDx9_(kZg0+)Qp0U3`M(#>HJcKnYyqMi{b)o zmba05a<>(p87=ecrU?sVMz(iCYao{M_ii*v(Ph^ZXS%1(`Q0T7rnF{wFnDeRtP5~M ziA>Bmnb1=hkvI6=i%D&jfu+Cq#tOm=^pdP;`>zX?#bwvRq2qc&G}^wfJ-&QzWA`7O zN2Qs;@{Cj+Z}B3ghq`i0d8BVWI4_`@i>K?6>>mXbY?13jv#^>;_5OGWpQ#z85#(Re zutQskek5)xy06qOMq=<>)f++(-p{wBW2V&`znqfZ6_58scx)PK{Jau8NDC))e$QJg zFbi_Gve{`ST~~<{v#1UPupmD5`X-i&W5IcCQC_CDBiCIq(V8kl1B=M{OzW|xw3i%v z+bzsi*T%-YU5_O+QHt`hCdhq8gR}3BF>~4Dirwr2udmu;h#mNfjR3y;8s$a_f#j?EqsfwUEnaySeXx<-i#rc<-JQWbmr1 z*AS@`29GrRqw?$B}LHfP$(3Lz#VFE;t5U{ z^1J-`1=tBJ0!Z)?#`0O~fbIzA!;%sc9Y`60)NQJP-7+{UITzXGT)OMlAAP_9!OALd z)Aqj8>Q6WX3+KDwc&L$+w49u!^cDj{AO}{V@tZ9W@Sj8} zmy|EAo6__1Zu5sa1d@%I2{a*bs#%M zauP0KA*$}KrL#4}H~k?-ItH>@_?`kfly zm~?b>KnPIx1zui+LM)Dg6ONWZX@g04Y%o2{-MJUmio*VvO*x@!$qiAF{xcIAjVBG408JqJ2E z?f`@=a0&sZ474~WR)P*UP$4Y9hVCjUTRU+k3bnBeOi5bmmxObA2`)N&tp zQ#``Er<7LrAMXlPqDuIG<7$7m1&c^7_I9F9PzCT+j42*UG}p$e9A&ci+<;VIi^Z1))c4(%`tiJYb0tlb8ZKN&6sV9mA$$@ngNrbLF z-jqSc1KSbf3)LhhR$Y_dm@O>>SNu_KRALJeVfbFNbSU|vzN)NQLNNlzD2 zrpw}V4i}zD1QxS)=@}YF{QP1uyR_Eqc#Vab*#k?M??ok+YKY8Pel(uB&~wi-4rT)}%N&|$(m(XleeeM)xM^yh{XJ2z1^jpK{d97x zmur`3q2{{D4MPetyMxc?n8=|R!J1t9yaKz515HjKT@=Txbz#P>A6?Yeb%t48cpG|=WZgNVgUFok3>8}`V&6>;QujgRJb^hKl% zFfH~NGoklb6Z8mWvuyBdPv5QVQ^(VT!HAM9 zoI@;9U4N|kkAu8NeDPGO~kL800`)QaI(VaTy1ZiUU<9=tzL2ROO*< zMWswu;kXNsgm#Kh@4j-j%4Kv4j5X`bEUI=pE#361&jJ=hK%I$n?GXzM2Eam z?xPo`n8-?m_RoT5T7Uq2os1ypJxPhNBKa&ojEzmtC1mesdb%EVoa+mVv;X;MX^4iKDxp+aczSvQ zKMaZn0QIJsNAr9_)a!60YJ`9Q@ii<;s*4s$0W-q>Qz_YX>wDam>IV`NHqgH0%Zy>b z50QelV0X1n`|tssRaK=if0uU5>;fW{A%kX!OF+ig2z+F5bwbH8dwJ7Vy)7GtNKW1& z;+Q{wY>+p3U-VQtu3Wq#c3S}9^Og&{62CW&<&OJOs;J@_L75TL+FOVQX>OtzXgRpc zAA+A@Sp3O+Zg~6-x?a=O9|k-udacC0U9415s>=+PMS@Y zR#>|so0KTkL*C|}RvwurisP71PIJQ%p_gJ}C~(5StB=Y?kQd>jq{7~6R1`gPCCjE}EV<&Zrs z0#ryuU|>7YAr8bu2%p`or(x~JY#rZ7D*I=N6hUW^pgvK(M3h?H<2bzuR+zbk1=h76 zJw4Y*Ni!mBz;_VH-1@stNHRP9C!`^0JUX=>z(-;1Zs&&KTRs3W+y;^pxS=1(ur=Y7 zcb~X40-=$vA)fCt_&<=l@(#J@mlB7(zK9Vl2af*}uU+56D0W~J01`Vd;Vax#%J-EP zChz@)l~7hOLgiecKp9=O853I2p9 z?`ilrIeR)ff;u%~CjR`~+@Klc%aTA6OGjOjN$16yeRQD6Z?a4KjQ2wOPR*zPd^7NPNq zMy)!p69AJ}uUtvwHGNmq9vvC^f|KZ1Yg=3Pf1Xu(K}!y;u4w}WY&}vdVt#gzDJ+eR zqvPYhH`79ou$r}Wmp!0;y2GYjnfC1`k^-%ZXOFTUPEKjD*n zd0|=EJviZ(FSk^pA;Aoa3Vb~X<_kmg^ltxXFqDA30`lbQXn8>nYceT#zkP~e^#&@g z7@6C_&Jqq-ZNz-h0xB{-{t(XZEz?|@cW(yQINb=|-xtvTJ4=}<%QROI2uCK(FjgLO zDExK>ZIA`G#UQ_cltUO^TwH8bM2gga?>K;oW1Fx80R*`55Ncro8k*N1X4Fm!Uz_nC$?B8kyY>=RXzgN?uo2rS|1P8__uh7#tNl?rWjRIC>&vI_ z{oW;20R5^)bM0C$I8zNpvf{cI%=rL?)IcJ}m*;OuF9t(Oze?}Ey$c}xno3JPH~@4S z?CyG7pvwE4SOKgv_^=%*aS&pA4WzSnOSv?F>H$nDx47=fO4*L_zST@+jQE$sFsaUg zLv>V50A*sw+^U*b+MjZjZeAW~rEn9F%C=2>A_9X3pX1sMbZcCo=Rz6sa77(ufbt0l z$Z)#H{^ai8(>Y#;OPR3yKn!C{gKy{Iyvx3srJRU|=*hF?z+4szyyo{}3!$i14cNPX zy3^Bu68$+cQY6YMuk{4pC``QfYD~U38VCF3U~)DkW1A5y)~|v_qmEcEQ&Uq5a}eUm zn$9Cq>ng}*S-Lb(a@S=C8*B$jFTT}8NP9FkjgM>3cOwvAe?1G!;s5u<0H4$UA}$2s zdww#64{Zo`Ws))5*_hhqBrxL^NZD1t@G7R(4puUpaTKVKt7yj^t# znC8<|NK^hJ*S9hlbMDRPy!2mif;f-CX-G;uyGlbgS@C>auGRngJ%;unnNkWHH62VF zu|!?DQjYM)$kjAtF@LX)G-JXqcbLq50PzNvM5uxY%n?o>3oTsCwK^;@?YXM|?aHio z{$Hp|RrS;nuRo%u!EG?TzMc~Q={vRtw5Gnytph59X$_XBAYcH)f5684Lr~dN2@YU5 z)O`r@Dd>^XC^%IF)+m$%nC?NS`vZr>2ejc}NL5ohO^nPSk_klJzyJhmXstleQb2*7#JDILtPWDQJmDPh4jgkCG>wImO8utd>@m3#&y<-! zQl>0bpW}p;rIB-*E^^~$=^Go9MPbfPZ|Tk>!$FyVUhxOUt)T4-@Ki9VE3BRV zfA+$%ApmZyFsWw$z__>@gullsBM#O`F?xU zdtF^`B_&y+O7Q-@@qq(WDkAr~obrVkXXFG*O8mgC@LIiz2v*r7L*DN_KOycVFQtj) zH8S$oeDyKybf<5dxSF@i_n+zx=rt1Pi*v?$R##M%)gD{dBs1@cxOmG)yU z>3+n288<=GIGiZZpS$2su*Y{-RrmJNQAhfH7}dbeaM-IzINwxpkcWR6mi(edbnMum z{D^<24tv%ZyOu}6*O8EIEaWPY?+CAjY()J1>dwv?)WfMqot?W7CO}EY%l0P#w~dzi ziN+}@hE#-*OmSz$C`SVJ+%4naKbbt|sJCW*cUoM3a-rN4?kvA?#m$3fgfW?F>(xC# z+Gpp6%f%@u*9YAV7^rQ?58$k0W~>x)d*(4%w+iT?8(TKI**co zDH-k+q8c|7o(>ee7Fm~ydQjY9|2N&;XHb@g-hkEP6HRzN)2^dX5OH>f3A{!PK)njE zBp)A@@j8Y*dtM9JobkZ+&UR%c*pvE|(i=kL@U)-H-u4((Y%Sg4?6+P_Obn<}I0(>W>)ygd^av+qu~hbg8Vavzp-Gz!>7uUw`IqLXLFk=ebo;DA7y;-j8zU-m;>seWKgNP1yj7+pbHKcs9(-|;Jpb_w;zZ5Jz$fJ!WAujRp z_P$Z0S7ktwv7>c7K=phXxSP2B1oZ{QdvovuDf&p>W%gg0s=$ zz=4*=#vN3+fUDUJGqB~bj!~Si0uZjVBrT2FH5ROd04kT`lg)&r2-CU;8nW|c3FhTv z&40v2fMPc>X$F?&oZj(8O5pvh*};!dWvko0=8TXEUZt0E{j83W562RS6S$2Diu|K< zcRO#PigU3dQ>`c}nxYdUA+J*hImyUKdinF&E0NjtQ%e_oZ2xYu+M#4nY`=;%HX`w% z;BfKkdAWDJ5C81Tn*4OdE1lNavf`K1gH_A7Fg;z6SwX$`{B5cI`p>N=be9yB^{-!l zVij|^&Dy%)mzR1q4d12PoxKT0T7AN&KXZEZHxvBwk_+QfM1LBEp3iRCEG2~;?}L<- zUYHk;`|E<8Pjts99nCURJE^Eh_49Mt5U94cnC)#e88h=p)`T+&zgR zK5Sc|Q=T$GGuPYs>T3F%4?ex8nVe17JTInd3UtxpW2M7l_grN5>!3RlOA?~{QjN0! zash*J_UDJS6ojJ}E-*bfIE$FZ!)y<{2P>Hr&;s#|sn7$49d&BDZ2n2t?FCO3tS#)8 z(ff6)*rb1@{ntZxo7NCvm+pJ)&pJSTZ1gG z?fmFCcJ~K;BVj9ObF=oQHmNrXDm<)>yg;GF4?yhzOB`zZf!bq+(&)4|+hcc^z0xBi z`u#)fTIPmZxrHr69O-+ISQ*oh0mco68$s!rPoVU)R%nhZ^+X3_#gfmJ>mdjt zE&Z;p3l?gPF$bZl=)g8HbTf}>+NaA{?~vAVkAlnhati|{CKa&$_b7^3AqLl`UICUE z>P#0eF%nYBqdGhzW)!^KDDX~(R%Me4MJaJf-}&f1z(YQEbwPl(29|luhKo?$)OzFL zM~Q)}UJOy|A4(S%dmr?fzuN!0dR2seEkF6Lb6D%m!?Y8CwmuVBLKy1bQ!W`ai8M?X zr##T@=t>o%+#0!fFuf(~hT4tyT}M7C7Rko4HHXy35n=?i<$XzQNQ_P-!Qp*XthgBa}Yj)?g-Hb}#z zJdcjDzyM(QJUqtWq4~+M5;ymMP8Ju5T0gV?`s0o9HaFD+zu(yUc9_$@FnJ9=b1h}~ zs$h7-Udr#eDJ`C#T!w}^N}qqFv-lZU{%|;F6wM^K@6ysZtVbU&FGynkghC$32o!mj z{LRsONkzNYaZ3rq+ww`ZN5Us!)a$P5^u7_6xFz>;gJo|=P*BUdaOYmn@nv?oHTQ0S?BAtHnnOl`-X}3 zeSg8-O~ea1D{nn20A29b+BsGbgN3|Di#gfsN+h1-C{&;BHw-8qu;alMstK09QSwF5`m=y{sPxD-*CmeG13k@+N;Hh~t%O^uEYi zI*oz(la*WlaQg4D=rsPvE(~0JpCh4Yq;FR)@#GPuTHXGxtMjSqs}_wXICfmnpCr=@ zdFf&=1G;~<-+%KXOBVa&BX<$|6PkFT_~4;CO>2VN#ZWG?Ow5>pL5O|L<87MOuA(D; zv1Jz(W?6BRlZxprs64<;iAEnIG<{5O~8(E-Vjc`X7NSY^@P$=u~UQER*x-yfNOcb)#-8>*hc%h%8WCc zd!7fh>HoC8to?a#P$F9F00T`6+fwDFbfQCOsoG}SN#-04t8H1K9dlAHs|efVH+>HQ zi^Rutx8wjsh@4|l-~c=#sLgo-!nz2=%DFZ8>pSQ&his|%V&>- z$B!=Xq;O4&$`mac8Orf(#m|5l)pr^jA0MBb9M$}5H||~oQmJ%Y?U5sw=T;OuHfP|> z317KkVc00Bl;mw3c@1H?0Wd{Y587bw$<+# zRJlJ_4nUPaA{9nVCq~usP;W;^2|n-IHJ-b9&@~1)wtCV1xlp129P#m#z)9JlX}z;& zH4b6<6q=np_aW>02bGiDMov31iyQ2Z_N75wj|Rr`R()wG{Doh+f+9OM!SPEU-GQs7 zbmrTgU(ogPnm`@|hj1>0QB5&!e2Z3keG&`(gU^(J&c7X+FXo0-?ar?q68ZG0I`{P7 zzwUpP!RvsHFDWU3Qh=QQ`CWJ1PoLgG(*-brdH_-kcI%0Xj}N}b{WLG{>UYH?89tbZ z+G{^u(61w{UmLr-wjh?H!cj0may1|&;C-2xtPHbx1i!1MX0OTSBVKCO$kA+{>OSJW z^D2SV+dX;&Ae*#ez*H3LO3z5Wm`j|Frk!>9mg{V~a=&#K-I|^4HzhTHhb(0|+iwxR zA-?{vXYE(1Xf9D*g;N!QJ6KGBRe)Bbs%rMXOwC(UZlF=tA5p&%zd2*|n;`^!f>!c{ zOoGL!2P8vfK5e0zUUBAaPAWH07C%Kr}7)5_JkL;sen+)pdNKCM+D=I``asjBx@ zje6CU>CggMW1ob)3&(TEzNm)Wi>`uQ4I^#;$6&e0nXG9SokrFxNLw#99-yi$Kw zRfv7HQq7R}EyF!hMTfzB_cUYA=jG>@@LE>BHrxN^bHUad3IhYppF*`4%H3{%j@+{C z?rD}#i-qM0`rx1!j`f`Xow9AXt@2vg?sYSfb&agtq0IiF%zi6Nt}LIRq%NEC`{Vb< zlI|Qp8!?KY9^{OW-|h0JIC+77tc}xHkW&VAkkc+&k6m~57P(TnzOEtj7X_m zwv2DNR!To&Zde_9gT7GX`?A%AAijqWY`cw}3R3gy+sA6FBL%`)t?3MZTa2$(+I{Aq z7fGGC*7@GMDI+$CAo7pO6yIwd`Ou48b_&ds>7heUJU(lm{N{^agbyJRG(*b!K}>Y` z-u}C(cMHCY25*phvSX@6;Gtu8s*yAqC$T6WQqPf5^M zLD&Rxc=3}bQ;;DAXY5^F9VQfWIXD?fRPe(1z#mUK65j4L)t1TcXVCRYZ^dav2M?3= z1iK54I#PH&jURGRsIaZv4?Y^s%hJ-)c%f@C(pSVSox#e0T=aH`IRJnhj=~zLwSb8J zW)L?aSpC~9HAR~!1{lxL?8kCCEn5m}oI6K4OFekF2=|)3?slDJ(q{R= z)6oB>(I6@LXA8u`H{&GX7wTjTenh%U*0(l|amXu@?`>1jqZ!BqpNOq47q@wejsN%^2F8RmC#>sPOF{Vk_;zIo-!@f>4Oq02f5m|~;* z6d)wS$$6!0kMCSp`Mjm4r=lXyZYl}FnOBorLe%H}i*q9_Z@0FZmo=%c*I27zu8CT-FjN^XmAOD2 z5kB9URu+PzYLIs*H-dNgYWzYBRhwLD+oT%V^el;rJNi+@(1jQQBde8O<8 z_t6t9c#Z5O#B19}q{BOuCCi?8yuGLQgp*z37kl!_-ungR7MhqR}069zOb>rT~sKI$o)x%P6c>(^{oB%*4l49i~cH?=U%F2BCDh5IA3G;kti+G{n(%>>y;Xkv;qjW&Ucb7N4nlZOL!8%MxNg-trCZ7wgSwpf5k?O4(3uPeU+7XX+_4J-`(y1%g zrJ8jz5_5{D5AOH!QW|fI)lGjt?1kqx&bprWf(TX=PG_bbJyJvqufF?;-lEqbh!-|W^d@`Z96HpS*9Rrz82NUh?O0SjtfDiZn=kdWG~&ERf~ z*-8vyAGf^iExEqAxZ2(+%lSv_zyWesUpOXS41xBk$w^W#0tlNq0VZP7c~i}aO*Own zrqqWsQrE_uJw9ld@sxf<@1xkGtWa{Et19=pHw}AHNnX;&NCqN6K3YpnNlE;9<8dn& zsO}{sCA^Y0%5@ai%VIV-#jr#C5>wpm+hXvPGBP9O@qq;6VzVGrh0#cRxBiHPoHgo)H^y z{YW+4S-y}@yIw6!gI1 z)^H}c6ld45aX&Cq*)ZPm?IX7z|Ih0K*Tb0o?NEZCMZAfn&$)#i25oWI9k99&=i62S zQGoo=U4g^Cc0e2J+eihU(-$?LJEj*VWl%Kjc~qfev*$vadcXIeoR(s|L=1G(z>%|^(NK!@=C`}bT{wqngnty@NQMqG_MSDDlHO2k~g zY892F)}&5(^ZVV2Yiva7(KEttkQDI!$njv`M%oEziOp<=Jdhta{lJ(bh<7_i(84mZ z$~3&A6}$@?irbq?Y&udbXd45Lz^5R(&3ZVAfSBl8Imng1H%U^Cqd& z3?&(zbmQ|v;yiDF$=iDWyg4J<2sKXGgW`%K^6Aqz(^5p-MAH6PucyD4pVyJ5KX)xo zYT%8Gp@zvS_mM*{{W-xFLPB+_djQ+O7hOoTmt!76pd|AZcxX^%FVkpZsVGc?o3?#^ zqIv$v%HW*-Z4VpsvIf3~KY1!?GM8y-7Gv4g`R==T{}-%mRRpHrd&^V4s-Yu8BDB&=rd9SiS$yOAxr_Hk3bF+k-PDUnF`RptzI&l=pnTO)g@nw^uh9EOOw{r>lv(rdrRmvb zU8m>Ip83dnes_-?U(gxbap2EwLB*!etsUU7W`qXup5|R(iMG+xuX}cecTwdt$5z_vNWW zhB?i{WVYz**SO^5T(@|2r%w7HSUez0*FTbL@8B_1N{ z!fu}U{dUc+Kx5=hzi-rY|Mo+8ZfM!KTXfrF;j$L@Ek|O{>oO93S2t!vq!|z6Hb@Z& z;P57&*LyXAAi46M3~^F!0V8^20quRuJ;Rm z7F!_=7^F8x6&~oCKXcYK3XHaKNv@tOW*-#SBFA_GB^KTaKq_FZ0BQ_p9Zo8!35`GH z7~LtSErl$~WM+;@>(w86Z+9nZL7NPkdr66|MN&|q0eXRRd+SYa+ym| zN@zFpx<+is@N?!K<1?q7sJ*zsM>Al)tmd_J(fF3D@isSR+E0)M!;{@2)a0$z#X0-sX&}2X08V-MS?$?x3+A6;%silhs7>`=toY=iP1*7JQHiBNY|XdR(KoCu z^N6PELimc5V1y3thgoHa?h|!}zj2JB2*!U}tV=)Bc(O$R|2+@vqX+h=7CfFX5z=77 zS>M;fWksm|t7*9p6&?5X&L~x@Rk!~f@?(^`G9hZ=!wa1VqVGHTsz&3h+}92d-R3;b z|7oN}x4iw?>)2;I%aeB>U6P?AV`$7od=0HGAts$R)re72JUCXpvgQAzdp?u74#IV$ zfAOCKLsc0}ulCTbVJEyerotqg68WCg@^pt)F}=%4?@gX|AwLbLYDLFdye!?r=sl`q z-IIym)VEZ*co!)aa&aeqVGMSzIKUnJ17$86t;@$V@ax55J?ViQ5s`D`7%%{yo*xYh z?_tCf26hgMG|$hg7*27GwRKvvCbfunRdu)tE0z$p;LGtk6vGc+MuZ+?QU8wG``+e> zX5mJ4|CQrG6_}9$hYXK4ybBzS=J_|sAiD8)U9|<}gbe=_;<-5K#&I|ED8-qX>CBt=$L>yA8w!#6Wvq=d;_U#E4 zJmYz&W$LzR9of%D6iYG*5S!bZdwT1-xn3rdA1+-h&B->g%MGT>71wv^=5Qa>Z%)!z^xPlX2G1&6r{>x(=YhNTZ5OQ3% zudorDRlKIQwBD``en%#*Rr~`wF3m2%!nEzHps@uXL#pseG3%iQyz#MPrJ5BXcmfY3 z^(gyk`PT<8h1)cz*sYH`VT4?>(%q8yb3U>XeT;IZOt$Atd*%a1*wS6s4}QHUSd@-5 zv4w*_YnTLMMFmOJW4k{xnwMK|9QN$wn2L~bOV*cjNKuq8c^&jF6 zvFx|_XI5>vaId~)`-cqv`!AUZxnQj4SLUrf<(XwyX=FyDp^MX&Tm_O7n^O>=sI%W6VHo7_(p7$tW!+20~6Ol{*e9LbmV? zK+o0J)kQZI>5Us9ykCkl9!J^*nH4PjSc2s)o05_eluLGwI~nxYnmXBi_#}e*OAWY; z*UduoAWUmRpJ{{NBEZXw7C|eUpxeVQZ2^gmaNv97rKI$S80~K77d_Q{B+=HA^W6kv zeR8-{N7a`ViK7C2KGa7MM!>yOKqv|UiMIRZA;RG5U?4NwaxFf{^lvDn@dLT$4#{a2Btjcz?}U&m#+ zU1pPp#>W;t+>L%-2@W>obL21`A~?i!E0+3O)fplFz`tWX*kC(fGfuSk1OV8(t|qw zoaeV3#HI&E;(2caU|utvYEYn~;;5Z~HRRRv5o(XQc-M z6(1fgcW_NTJUzele(r^vPkU_ffJ>`#hn?$bdVK`%PugV`=Tp+Tud2yc-{jH~6$qy) zIKCGzvu#I-Ol?TbeaqV$UOpV-tnn{l_cmd8?RODI zB0mKl5e>@DTBvJ~==6~hAjj_*W~!h0>#n6$jqD_fL!r4GRxvnTP-jaVT|n*XYFP{w zHEIlBtVzMhCvL$L3`AdqSqLabAl3t82ebz%CJ|oq^5qc-Wy_Y&J#6$oR|~^~jkX0g zX`XNVpFvu)lUiBb+&qr13ZzCOYBC5kpp`r$+s51%QP?w&-Hn3O;2y;+t&XOocoRd? z#`FImSqH?4Y!7c%lYXn^4p80(MT-j_YDdFuM&Mb1U=4Smya$`TTG+-g$tq$oOCv4 z-SP_(Ls^$lU9D|pOWLcTf4Ln|%ik>Ky8rQ+nhKeT;HBjI&kc`i9^C{#VR4h&k8X~8 zWBjkCg}n_s+hMt$Ak0Fz1r}EpIW+hEl7!ML?fA(_eUSU$Deq-Vg77`ZE#Mwl?lpCM zdv|JX{kEXPGAp7A;t@E?(}H+0Ko^mPH1Aa?C^ zXK1S`d#c&oRPNix>-bA4+=w-a^WWc487>x^#5!y_HF!SG%PIXdmFGWyV|+nlD_))P zG-$8?ooe+znH!3N_`j-0w~BK|t!E^-__eJnTJyh;<{6Oy9Ka=Folkk-j)L>yLCK`w zeH=`a@*yh{Nab4J;**Mnxwbg?n{9JX zxtr5)maI5s@;@KiM~*f8Hc^xc29wLMq)H`?=j_ML&T1^)%@T}KWPW>3d63f>yLH_u zgIuZ1HLrOX2paU+D)=S_-GsJ{o_3H3XE%<_FmE!k5md^HeHT{i-1$ZM$LThM{w&FOW)k-)BtrhvptbYaKRgR@(JN$M;&fOIB74@8t{(C(0z1 zr@Zy7ou}aWW?i{s1XDnx$rpS1_(*K9JaKmU5-Tj);l_O?2B+`_it(Z21u5c-_fHXj zr7Q#F?iRPi?zN0KE@`xjc@0W4*~2Z@bf_qix|1`g8h)~B07QH!^dzD)N@Hm7Uiqx* z17TJsSz4LK3a@zz=J*#M*06s$iBZxuFt~i>icP-lxyHg^!H!r9+Py_E!@Al}|6XT- z*X5PXWFL@(v_K9%Pf*!mL&Da}HTq6XN}Ii$*4Mt|4c|EL;wp(yfuQP8ovk?5sQyBG zI&cXfjJ0FPVuu&piVyB<($;cUI9r!)%U7C2xb%Eo_Koa^8&y*)#z1rB^90S>=3DXA4upSoX zC#N|w4cFzZ-q*bk>%%#PU14Uw)Yx3ok>tfQbX~Un-lPA?O6Y;PvgHqalSu8m9RN3@ zVN0*?=M_R94z z&ED@n1#idSrPZbJQzWIOm6dnAxKDaii}|k@AA-HV=X2|7%{!z zhdWM4nM7tif#pU>_>+~K<32Siw-p5A<$*USI|S#T2oy>b3T1&a0@`R79}DAq(c331 z(c!||n}1fhL^T!%_a?Y|(C=#P(=|5-_G%U~Z^#15?$r^KLL%r#sbdDmzN0Y~*u!bN z?afq9+C{C;?s1vR*Cvq4#GxNt7QciS*+muqU`kR;s^h_l76F#JvWnkAizepL4tIto zc~A0hyXwUEPZ<7}?ODm~=pKIga<#VuUu+3k{567j z)!3}Xn?f1%fx&-X&6*KWaSm$&z?bh0`&wR-m&s+q(YJAC3Ga&B@dOK2^45#_nFQQf zapjKvVM^Tu!Plol-Fe`u1z^eFb)?N=;9Kc(Sp^4lXYk`3>@tQwuwwCjf|#PH1hpMa zMJ@er(gLBSZo!hjEoJ-(v6+Ce%ao9#lpom9SY5&^l1lS5^FHL`6c_+G~awA{aCH7teqt!Gf6)aMus!@Rcr? z`-)N!eF-nKk@VuT4uqemLU+Thii+c?EA{mBPqde@qC{^}LVq z?TLMjtg|MO8Cu-%2{!yW8rXVK8bt0T=Md7OZ8CuJXoA&-hLBc%AaNlH38)mQnz?MH z1goV;{90eqWiE~ENjs?e_3PuU*``#lPmEjWeoOXnZ7W=Z z9O;)+FY7yYZ=D7klWS|irQ)>A%+se&>xq{yGbU*yX-y}XB$rD81dLd!#6TMUmEB2A z&)?^;dr#RflX>LuZX{^TEofGV+WJXB5aCrbyi*Lw_jtB$uO-nXui# zrRP4JhrGc3`z|1u0y;JL^Ae3FR}6q=e|~8&?F0&B7+A1b5I9QpQe4$P`+cLSefi__ z!A*YMz@rr2EiDKa)lGtpvmVnGOF|GOnr=^(y!hWhnzX-veNAM;m5Og7R}FUD#MD$n zeSMLyCq%Y6*YC6mn)@sYfxP;K1pv~#Yvp@4Jw1Q^$anf=)m%=To8yRy=#Kzo2kI7# z2A2bxbKnmxTad^6KN)}j8G4+x=H9ij)g^&^{QR)^9~v4+tpTvaV|$7I49A1_fREfT zdi~V(MSNceBOxaTkKq{d86>tr19Po&oCOqI%mtFxLI1FPI3bX_ci$AB3?bxc?Ws_ zVLV4f1>B7nKl%i#OvQ>@y1>E`MAXGT#x;#u*MFo`uPsF4?=F1U=kYE5LhlURtjJH2 zTT;pV9Y7zHtAEgy7JtK8$?Wpl?q3ZRsZ_spErQ2a1{lXN5@rv#56G4jv(VcY^-JK#AE{Wu0jLax8>g+}tqiV)cPg(MmhHF%h3yU5240J1a) z&=;b@5D&XJB>AHJUl~P_Eq!=10`Mo~_jyank+O%)2?PEeHd(AV_y{=)L>QM<#X0ir z!IrEr)8wdCY$dHTd0*~Ku#h6;9jUU0u(<;OjN<3gO6FqVa|wbYw2$#75`XIlZODWf z@fs0~W!3A~LRNs|u0?=*XCOKxEq37#D{FN;0BclJ_VD{6yhkp!kE}wHGI$9LbXv*- zK1tjMhC0xErh}l=xe*$ zY~!Fic}Gu>c3}4lHv=>InQs0&Yz##3xm5ISw<3YJ33sp7%;yd*09v_Ktp)7y>ITpZAKhPdv>+c<5ujzqlH5FPuj9bKVEJvG7f054Hb1z z7kElHQc_V0qtR%f^jfzo{NJT9B~dztRk?{?5}@NiIg^u=>qpsVF0KGJ9C^j2Aw2*@ zQ3cZX3;O#~6rGtQZMTPPYj-&7IpG_S|BiQEjfrcv$VU;E*ee&ruE=9VECDV@%?O`K z1ql(2Q{cElu?oq{@{~7xrXn(z|t)^ds#4*l9&**S2ljHqeglmILPb$f;G5QtJLG zWS{9RjldZk+ZeT#*@X7t!^sD8$bhT7T+b#t}r!Rk)OZ@c1h371TSJYW%`}s=h0C^z!^-;T5em( zxN~_U(&%RZNyJUh9>!^Q($KIT1V3LH2eNw<75 zb*XRP>MnfyG+tR`#(q9!X_vkHHqBQ4Z=ZftI*jlAH7B^+hJ$X&ZuJU2!i)_%Ei7nL zO)~U9Jzqmf1$NO?@&<0KFgsiKDx;v<32$GSZmF0WRO zp!<_u$xzuRm1LlTfvP0+`mI}m2%s`k&RR&`P@Cz(d_!K`@mE|~vSFsPi_5dG$pP#q z1xYn$(}M@m2|B*PpVmv>B>Pzrm&hPv@?L{Hv3aC5c;+-;H44CG%l&T`qOM%g*Qc-I z9K`tjK|nwQqq(2}o4WjxxVScGB4N$v<>eV>0_p)R3&1|+=!57%sw6Axh7Lqn3*%E$ zZ6^R57_1hsLA9a(Qx^nxj}NvcCyP8dsE#hW=f7c5*X3+$J97Oqrm*@Kc8BamdS++8 zTU0P-QRU*w3$)8-b@9S>*wTBZxwltST|J5JRt}Q@4*|exrZ@U5z`M|fMCpI`ph64s zFP1iV?ub-T8;465G&8&*`CF4yA=xe!s@>r1B4(X^+B+XbL;r!=+FHNdv~tJ@@$9Du znJONtYHVZTRN3ufq`Yj(b}C4`iZ1w6g-IYEiX)$Z`JbPg;}F>?(Rd;1~F(b1q-blg2)1a|i){ za-}yZCcQD)e^|+3_@PG!?vU!az!-Uc65XN zOw3+!i26bDMXvZ`Q`1foi@S?AbZHms{_U+*v*%qGqPe~v+2)QDmJh-w8{%rA=W-(< z;musqZm!J-@7t=V58;9!c?P1%-r*vb4rEIFa`#Z8^%IpKi>!zKCL~uk~ZTOz+c5TeKw<1C4i`>%d0Orgk8Ld{s=Z#pLgh&Uq&|nTOO)XP*LFF zZg@BLzkw&t_Ej*<6gFJQPd+>2I8!L1y?ggd>~S>|tL811YkaCy(b{IDJT`0l$WOd# zQjl{aZ1X{qcKNau|A$cj|8zL*3s8puNCuA&I-|5z@jgts#+l;ORC_?0=IG;_w{H&w zJ5;@9kAp-}iv|1~(rv;wbspy|}QzCgk@4f=8yN13!Ljw|l|FeXnt=E zk^LSxKRA4~v_f68cBLDGD7ut|MUr=Uz4H=6AUKOc|a$z?*^ie=R+|OEdAKR)!v>ILxI#c{HWVI&y%XG zRaMmavy^!>Ubdc@*oWXBOpLz1KJcSdBqia@LGZu?CL4c7S~og68h#)!+t#P$r~dNo_tiGZ$-R13&}E|BBRm1u%)%t zy41@N9bF*>V~pMg=)0zXez}AFDX`yQeQ9fJpBkH8N)(j>1@Ii54dLI(n&scl$%!m^ z-_!FP{D)uUm-~D*L^$9>La<#?lkCG17DoSOLw_Gs4+$<&$h!0KrMEf(2G!Nt$_MFv z*G{GJ-jn1g!_y3!?Ls_Hb_vA~u(D9d8`RveZQC3kdL|Mew>6#x`T6^TOXpLU3Flmrpf#YP1vRCOM;34E!-9We0n47#(#VIJZ=!9lMxp zy1m^D5;Qm|!D=6OBN1LWbN*;5l#@Mh(WG}m0ES$PiX{KTM|+9uQp zw=*<*Hzh@sJ2Wh8>iN*8Pdla5J~NP^GZEanFx?QuL-q}$$Fc7UK8HyR1f&6)d02vE z(-aB)cv7$!Tm!{ruMG8zhH86mwJK-;7`!0xLllA`dn)LP3>8ieEF#c=JUVz8F$CVK z3FTin+S*q{9<(~~Ew4^;D=YCDHol=d5R5+Jt+t1_39}z}!bB*kXa=z$3!tVEf3F58 zoDNZ0XmJZi0nSNob~f349!)#9%JLCb>`<<*aKiXO&8`fGF7CBw${+1Av0L?@f5Tyw z2Yw08u8BhsZKnSU)7*xTfa>+5Q~5O?J0U|xhAstYsZ1ed>}CzezIT^2-@c+}gU^et z9Y8A?mQ1xn2M_WzLEJZdujCD$Xp0B06wC;@kOJ z6w%eIv)!`E^a~FmVd;w16Hr1C#d5(N zQqcyH?5;z{41Sn858+^Z&ExOoXd(c^)B~``+*|_#kr~{4hoM5o;=v>&A%6e*6|dyT zGb>#MWtf-n